{"meta":{"query_hash":"c9219cbc1204","filters":{"venue":"Porn Studies"},"cohort_total":41,"direct_labels_cover":0,"predictions_cover":41,"exported":41,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c9219cbc1204","api":"https://metacan.xera.ac/api/v1/cohort?venue=Porn+Studies"},"results":[{"id":"W2111459461","doi":"10.1080/23268743.2015.1061745","title":"Watching porn in Turkey: women, sex, and paradigm shifts","year":2015,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Sociology; Gender studies","score_opus":0.116333821237774,"score_gpt":0.36777071797901556,"score_spread":0.2514368967412416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111459461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956646,0.0056933747,0.0007385343,0.0039547826,0.0002450819,0.000018959741,0.00007816006,0.00001515676,0.03260996],"genre_scores_gemma":[0.9952721,0.0012514147,0.00019479863,0.00046604304,0.000034713416,0.0000120603,0.000022628336,0.00001603598,0.002730139],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983851,0.0009561794,0.000044915578,0.0001910545,0.00013668537,0.00028623376],"domain_scores_gemma":[0.9991365,0.0004077835,0.00020090814,0.000057585632,0.000089669855,0.00010758268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022872363,0.0006160667,0.00039757337,0.0011956397,0.0070186714,0.004066975,0.00071974046,0.0010405688,0.0033973935],"category_scores_gemma":[0.00166269,0.00031207682,0.00022587739,0.0013380776,0.009494825,0.0033421698,0.0034139599,0.0015208088,0.00031034055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013284321,0.000028903618,0.014094107,0.00019483402,0.000015536996,0.0012708348,0.9532027,0.00003304809,0.0011608264,0.0106855435,0.001584791,0.017596038],"study_design_scores_gemma":[0.000002554413,0.000038897673,0.010209182,0.00012583607,0.0000075464563,0.0006279438,0.9620165,0.000025159605,0.00034659915,0.00063802645,0.0259486,0.000013173987],"about_ca_topic_score_codex":0.008575231,"about_ca_topic_score_gemma":0.015123489,"teacher_disagreement_score":0.008575231,"about_ca_system_score_codex":0.003055117,"about_ca_system_score_gemma":0.0011847115,"threshold_uncertainty_score":0.02216649},"labels":[],"label_agreement":null},{"id":"W2312785706","doi":"10.1080/23268743.2015.1100799","title":"Sexual affects and active pornographic space in the networked Gay Village","year":2016,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Reading (process); Space (punctuation); Amateur; Assemblage (archaeology); Locale (computer software); Sociology; Affect (linguistics); Phenomenon; Public space; Aesthetics; Art; History; Communication; Epistemology; Computer science; Engineering; Philosophy; Linguistics","score_opus":0.06624153198356929,"score_gpt":0.37136360656120826,"score_spread":0.30512207457763896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312785706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7587106,0.0011432618,0.0034908159,0.0030948594,0.00013234947,0.00002196548,0.000020037638,0.000047003945,0.23333913],"genre_scores_gemma":[0.9910492,0.00028754646,0.00023617651,0.00009543913,0.0000317624,0.0000068523254,0.000004244946,0.0000140397715,0.008274691],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99920875,0.00052544207,0.000010201115,0.000055781864,0.00012537712,0.00007444291],"domain_scores_gemma":[0.99934727,0.00028475426,0.000119138975,0.000064495995,0.00005093506,0.00013332859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075843977,0.0002478562,0.00014621754,0.00072419195,0.0062610433,0.005670634,0.00038151006,0.00074236037,0.005206048],"category_scores_gemma":[0.0015848487,0.00015162896,0.00012139375,0.00052149757,0.0153538305,0.0041739848,0.004896664,0.0010904964,0.00024581834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003319995,0.00003140788,0.004291156,0.000054419805,0.0000061134588,0.0008719246,0.9015643,0.00009102849,0.0014120182,0.08088609,0.0011205252,0.009637774],"study_design_scores_gemma":[0.000008706741,0.000069561094,0.01340544,0.00012930104,0.000011498752,0.0009025514,0.86519027,0.00019243597,0.0008639039,0.013268912,0.10593907,0.000018387682],"about_ca_topic_score_codex":0.0032939534,"about_ca_topic_score_gemma":0.0061969706,"teacher_disagreement_score":0.0062610433,"about_ca_system_score_codex":0.001380101,"about_ca_system_score_gemma":0.0004710165,"threshold_uncertainty_score":0.01741594},"labels":[],"label_agreement":null},{"id":"W2337055381","doi":"10.1080/23268743.2016.1148331","title":"Porn in the art gallery: collecting a genre","year":2016,"lang":"en","type":"article","venue":"Porn Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Art; Visual arts; Art history; Computer graphics (images); Computer science","score_opus":0.09890872501715157,"score_gpt":0.27658466826916883,"score_spread":0.17767594325201724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337055381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5941588,0.008433982,0.009673852,0.005880831,0.0018504125,0.003011791,0.018414,0.00037693314,0.35819936],"genre_scores_gemma":[0.700895,0.01050205,0.04134686,0.0029935266,0.003395659,0.004796293,0.025445666,0.0020425038,0.20858243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970149,0.0010904218,0.00025268883,0.00046483232,0.00083523453,0.0003419861],"domain_scores_gemma":[0.9877978,0.002806954,0.0010710756,0.001869855,0.0052847615,0.001169553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004144039,0.00071285386,0.00057691627,0.020609306,0.005983058,0.0048755333,0.0010136738,0.0010749502,0.02471875],"category_scores_gemma":[0.015863538,0.00051441154,0.00041587674,0.013538051,0.0020151772,0.0029966473,0.005176954,0.0016426031,0.005575892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038609764,0.00058181863,0.061135624,0.0027381151,0.00006026316,0.0012741715,0.27990898,0.00015744072,0.010531575,0.017911568,0.24837933,0.37693498],"study_design_scores_gemma":[0.000014072014,0.000089958354,0.16255622,0.0014282301,0.000046767527,0.0005205618,0.16924194,0.00023735048,0.002602712,0.0014106049,0.66180885,0.000042781776],"about_ca_topic_score_codex":0.009899634,"about_ca_topic_score_gemma":0.040114164,"teacher_disagreement_score":0.02471875,"about_ca_system_score_codex":0.0022139298,"about_ca_system_score_gemma":0.001847629,"threshold_uncertainty_score":0.082692504},"labels":[],"label_agreement":null},{"id":"W2520824539","doi":"10.1080/23268743.2016.1196118","title":"This looks like a blowjob for Superman: servicing fanboys with superhero porn parodies","year":2016,"lang":"en","type":"article","venue":"Porn Studies","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Superman; Art; Sociology; Art history","score_opus":0.051556680140637356,"score_gpt":0.32613000025302963,"score_spread":0.27457332011239227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520824539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5396351,0.002016442,0.008106392,0.027526729,0.0034586575,0.00011199982,0.00012754103,0.00039333937,0.41862378],"genre_scores_gemma":[0.8498206,0.0011524049,0.003990686,0.0035628174,0.0005557739,0.000042079515,0.00011530584,0.00037720444,0.14038315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995871,0.00023640587,0.0000051161787,0.00004012112,0.000060117945,0.00007108475],"domain_scores_gemma":[0.9994837,0.0002131107,0.000044206507,0.000041539697,0.000082969214,0.00013445776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009240993,0.0003419482,0.00013732321,0.0002677678,0.004320253,0.0024428116,0.000335994,0.0009666604,0.013215128],"category_scores_gemma":[0.0019584657,0.0001640149,0.00019062277,0.0002081423,0.0024954646,0.0024405967,0.0017133884,0.0016187393,0.001681546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044082812,0.00026409625,0.0072193425,0.0005796456,0.000029608067,0.0049631447,0.5043876,0.0001851235,0.013440685,0.054559957,0.28643885,0.12749106],"study_design_scores_gemma":[0.000020543801,0.00020293899,0.0071223713,0.0003540953,0.000015708096,0.002375152,0.25845832,0.0003724256,0.0028527167,0.003246703,0.7249483,0.00003082884],"about_ca_topic_score_codex":0.0015996911,"about_ca_topic_score_gemma":0.0070241,"teacher_disagreement_score":0.013215128,"about_ca_system_score_codex":0.00051557174,"about_ca_system_score_gemma":0.00028780522,"threshold_uncertainty_score":0.044209003},"labels":[],"label_agreement":null},{"id":"W2756141692","doi":"10.1080/23268743.2017.1333032","title":"<i>Long Jeanne Silver</i>(Alex de Renzy, 1977)","year":2017,"lang":"en","type":"article","venue":"Porn Studies","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Art","score_opus":0.10190280541217789,"score_gpt":0.27891346298777164,"score_spread":0.17701065757559376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756141692","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0101625705,0.103362314,0.001485508,0.15166652,0.017242383,0.00006340652,0.0003882676,0.00045931272,0.7151698],"genre_scores_gemma":[0.10006377,0.024222156,0.0010434578,0.03855006,0.003473146,0.0000732286,0.00018129837,0.0004066031,0.83198625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982196,0.000060766375,0.00000605508,0.00003159019,0.00005306308,0.00002663778],"domain_scores_gemma":[0.9996834,0.00007696568,0.000035531648,0.000010024513,0.00011650378,0.000077534125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029013347,0.00053567305,0.00015659217,0.0005831559,0.0024111026,0.0019160742,0.00035221153,0.00082573143,0.030268027],"category_scores_gemma":[0.0011661873,0.00013121172,0.0000926222,0.00041974534,0.0010208839,0.0015903239,0.0007852857,0.0015402518,0.008332346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018383635,0.000008334998,0.00036613658,0.000061796156,0.000002646732,0.00014842334,0.0048957127,0.000010850203,0.00026081022,0.010262666,0.9589497,0.025014646],"study_design_scores_gemma":[9.069665e-7,0.0000027267326,0.00051831815,0.000044382556,6.1794736e-7,0.00011918236,0.00153586,0.00000772263,0.00006120927,0.00019136975,0.9975151,0.0000024897531],"about_ca_topic_score_codex":0.045180578,"about_ca_topic_score_gemma":0.10436185,"teacher_disagreement_score":0.045180578,"about_ca_system_score_codex":0.0023753357,"about_ca_system_score_gemma":0.00053558627,"threshold_uncertainty_score":0.10125661},"labels":[],"label_agreement":null},{"id":"W2759113003","doi":"10.1080/23268743.2017.1353919","title":"‘Trump and Putin sittin’ in a tree’: material culture, slash and the pornographication of the 2016 US presidential election","year":2017,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Slash (logging); Politics; Mainstream; Presidential election; Presidential system; Persona; Political science; Media studies; Sociology; History; Law; Art; Humanities; Geography","score_opus":0.024586455000315536,"score_gpt":0.32242609276498396,"score_spread":0.29783963776466843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759113003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86239874,0.0015339771,0.0011643835,0.008150109,0.00048473457,0.000015273512,0.00006961447,0.000037021895,0.12614621],"genre_scores_gemma":[0.98912674,0.00048114528,0.00017068519,0.00058268855,0.0000904736,0.00000900905,0.000031214076,0.00005960826,0.0094484575],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99881977,0.0007949531,0.000021864662,0.000092862574,0.00014517861,0.00012539719],"domain_scores_gemma":[0.9990637,0.0005384516,0.00016814838,0.00007619779,0.000062962325,0.00009050472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161764,0.00047946494,0.00023171931,0.00095586665,0.008829535,0.005380182,0.0004201879,0.0010092331,0.005110264],"category_scores_gemma":[0.0028746005,0.0002467139,0.0001224007,0.00096807926,0.012150277,0.004128689,0.0034938047,0.0021207733,0.0006564954],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007070639,0.000030427494,0.0025697,0.00010496009,0.0000071464533,0.00060714246,0.9434558,0.000028872013,0.0011530058,0.03462895,0.0050467094,0.012296588],"study_design_scores_gemma":[0.000005372421,0.000048688,0.0064095254,0.00017320347,0.0000067824185,0.00069765595,0.8220033,0.00006305312,0.0010334817,0.0023578191,0.16718291,0.000018216242],"about_ca_topic_score_codex":0.003076642,"about_ca_topic_score_gemma":0.008658987,"teacher_disagreement_score":0.008829535,"about_ca_system_score_codex":0.001684573,"about_ca_system_score_gemma":0.0005435583,"threshold_uncertainty_score":0.017095506},"labels":[],"label_agreement":null},{"id":"W2792699415","doi":"10.1080/23268743.2018.1434110","title":"Constructing a crisis: porn panics and public health","year":2018,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Memorial University of Newfoundland","funders":"","keywords":"Moral panic; Public health; Panic; Political science; Criminology; Media studies; Sociology; Psychology; Medicine; Psychiatry; Anxiety","score_opus":0.20372113460880792,"score_gpt":0.41778480863531975,"score_spread":0.21406367402651183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792699415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58703995,0.013253481,0.00074988254,0.3063759,0.002439708,0.000042822376,0.0002037848,0.000029296047,0.089865215],"genre_scores_gemma":[0.97944874,0.004460379,0.0001459839,0.010861243,0.00075837394,0.000042941414,0.000040982213,0.000027144715,0.0042143157],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99476045,0.0038624327,0.000103693914,0.0002125345,0.00028167633,0.0007793523],"domain_scores_gemma":[0.98979586,0.006762033,0.0012661557,0.00036693952,0.00055973156,0.0012492033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008226533,0.00037055457,0.00034975255,0.0020659114,0.00917266,0.009466991,0.00087740936,0.0036637315,0.0117311925],"category_scores_gemma":[0.015501646,0.00044148896,0.00023718255,0.0023509893,0.014265463,0.010651375,0.008026973,0.0058699055,0.0004317891],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003270499,0.0004896933,0.058564574,0.0007053998,0.000057930138,0.0013859296,0.71614593,0.00008693002,0.00049707387,0.10214024,0.037021644,0.08257763],"study_design_scores_gemma":[0.000011056975,0.000050329003,0.014018395,0.0004800495,0.000009583498,0.00021019834,0.9337376,0.000035850127,0.000094159666,0.008048599,0.043290067,0.000014081686],"about_ca_topic_score_codex":0.0074717104,"about_ca_topic_score_gemma":0.009592,"teacher_disagreement_score":0.0117311925,"about_ca_system_score_codex":0.0030712674,"about_ca_system_score_gemma":0.0040614954,"threshold_uncertainty_score":0.043506563},"labels":[],"label_agreement":null},{"id":"W2894805245","doi":"10.1080/23268743.2018.1513818","title":"¡Prohibida! Armando Bó and Isabel Sarli's struggle with censorship in Argentina","year":2018,"lang":"es","type":"article","venue":"Porn Studies","topic":"Cinema History and Criticism","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Censorship; Film director; Law; Art; Political science; Humanities; Art history","score_opus":0.05804432584273665,"score_gpt":0.28932323935429766,"score_spread":0.231278913511561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894805245","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38472325,0.03512812,0.0010289868,0.039694116,0.0015468494,0.000045210392,0.00013790514,0.00009501857,0.5376005],"genre_scores_gemma":[0.936717,0.0056402506,0.00021028484,0.0010310997,0.00050178205,0.00002672256,0.000047872752,0.000055285484,0.055769596],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863094,0.0007136977,0.000024851364,0.00014354645,0.00020211235,0.00028471544],"domain_scores_gemma":[0.9991074,0.00031124547,0.00021574172,0.00008056553,0.000120818906,0.0001642775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013278327,0.00032058515,0.00029614253,0.0006781404,0.007831442,0.0046370653,0.0005028857,0.0016210743,0.006637069],"category_scores_gemma":[0.0025383835,0.00022560664,0.00011999909,0.000852122,0.0076758084,0.0019310566,0.0024256906,0.0023415189,0.00042925795],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003055785,0.0001098588,0.016634475,0.00032859406,0.000027740281,0.0025863717,0.46766514,0.00022594162,0.0027676495,0.31567138,0.09659315,0.097084105],"study_design_scores_gemma":[0.000013417766,0.000052289415,0.023163028,0.00037330537,0.000009363895,0.00062845723,0.05950366,0.00013853592,0.00042307697,0.0038699026,0.91180027,0.000024665025],"about_ca_topic_score_codex":0.044459127,"about_ca_topic_score_gemma":0.06993515,"teacher_disagreement_score":0.044459127,"about_ca_system_score_codex":0.0066238525,"about_ca_system_score_gemma":0.0013811081,"threshold_uncertainty_score":0.08840072},"labels":[],"label_agreement":null},{"id":"W2951429416","doi":"10.1080/23268743.2019.1590227","title":"The Sexual Representation Collection at the University of Toronto","year":2019,"lang":"en","type":"article","venue":"Porn Studies","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Faculty of Arts and Sciences; University of Toronto","keywords":"Queer; Representation (politics); Consumption (sociology); Sociology; Gender studies; Political science; Social science; Law","score_opus":0.03441145545098831,"score_gpt":0.3198737237803832,"score_spread":0.2854622683293949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951429416","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012710383,0.008225573,0.0018579516,0.020205965,0.0037865974,0.00040982396,0.055532157,0.0014105197,0.8958609],"genre_scores_gemma":[0.028715452,0.003440965,0.0019130042,0.00057252176,0.0003725232,0.00012882076,0.007974307,0.0005201634,0.95636225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806684,0.00024206631,0.00008555058,0.00018706362,0.0010927971,0.00032562154],"domain_scores_gemma":[0.99325764,0.00065469963,0.00030637434,0.0009685896,0.0029829824,0.001829764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001950097,0.0005238226,0.0006536738,0.0031170167,0.0091103865,0.006051146,0.00093404506,0.00091932155,0.27174842],"category_scores_gemma":[0.0057394635,0.00057866174,0.00029975091,0.0054961615,0.0018336262,0.0013603605,0.0025122592,0.0013210393,0.035838276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046573918,0.000012635538,0.0010073661,0.00016568121,0.0000031880988,0.00018368555,0.0023592869,0.000050798702,0.00029154733,0.009104453,0.9461747,0.04060006],"study_design_scores_gemma":[0.0000039979873,0.0000039794277,0.0035094311,0.00010434557,0.0000018592813,0.00003061339,0.0009727626,0.000037288428,0.00015646582,0.0002617717,0.9949085,0.00000887164],"about_ca_topic_score_codex":0.68372697,"about_ca_topic_score_gemma":0.8801445,"teacher_disagreement_score":0.31627303,"about_ca_system_score_codex":0.0194095,"about_ca_system_score_gemma":0.043314017,"threshold_uncertainty_score":0.909089},"labels":[],"label_agreement":null},{"id":"W2980802526","doi":"10.1080/23268743.2019.1574419","title":"<i>Porno Cultures Podcast</i>: graduate student roundtable","year":2019,"lang":"en","type":"article","venue":"Porn Studies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pornography; Movie theater; Media studies; Conversation; The arts; Sociology; Visual arts; Art history; Art; Library science; Psychology; Psychoanalysis","score_opus":0.13808823514722787,"score_gpt":0.42507770847354603,"score_spread":0.2869894733263182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980802526","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03085564,0.003105359,0.0048789224,0.11836018,0.18475628,0.00304529,0.016709926,0.00877125,0.6295172],"genre_scores_gemma":[0.047416404,0.00092486833,0.0024424433,0.021085419,0.018458195,0.0014682309,0.004898555,0.0030239148,0.9002819],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990638,0.00017196217,0.000023946126,0.00016087138,0.00025191155,0.0003276072],"domain_scores_gemma":[0.99492985,0.00031147062,0.00012258098,0.00025073526,0.000697752,0.003687565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014375192,0.0010623469,0.00072121905,0.00079321384,0.008909543,0.005933631,0.0013412731,0.0034741755,0.21520768],"category_scores_gemma":[0.0047059488,0.0005060678,0.0007256894,0.00073536154,0.0013438053,0.00324786,0.00966971,0.008559083,0.081522435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005111829,0.00006797859,0.00021872282,0.00004169536,0.0000016313795,0.0001449672,0.0018013358,0.000016745807,0.0004105947,0.00094513677,0.98933756,0.0069624083],"study_design_scores_gemma":[0.000012808014,0.000056238863,0.0012200508,0.000060321803,0.0000012709475,0.000081010774,0.0036153514,0.00003388723,0.00016889152,0.00027817208,0.9944542,0.000017803546],"about_ca_topic_score_codex":0.004585298,"about_ca_topic_score_gemma":0.016925313,"teacher_disagreement_score":0.21520768,"about_ca_system_score_codex":0.0019233467,"about_ca_system_score_gemma":0.0017777687,"threshold_uncertainty_score":0.7199414},"labels":[],"label_agreement":null},{"id":"W3003837299","doi":"10.1080/23268743.2019.1695538","title":"NDNGirls and Pocahotties: Native American and First Nations representation in settler colonial pornography and erotica","year":2020,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Colonialism; Pornography; Human sexuality; Gender studies; Native american; Context (archaeology); Representation (politics); History; Sociology; Ethnology; Political science; Politics; Law; Archaeology","score_opus":0.07363369900241518,"score_gpt":0.39674984174435857,"score_spread":0.3231161427419434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003837299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87328935,0.0016591236,0.00033737722,0.004488989,0.00010760496,0.0000068112463,0.000011111226,0.000007583864,0.120092034],"genre_scores_gemma":[0.9912607,0.0006089508,0.000049657345,0.00024196682,0.000037898342,0.000003503752,0.000004153545,0.000005996268,0.0077872225],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99942243,0.00030339204,0.00001176796,0.00004927994,0.000079611,0.00013348887],"domain_scores_gemma":[0.9994217,0.00030879502,0.00009875377,0.000032915083,0.00004241126,0.00009545245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088084873,0.00017797663,0.00013527033,0.0007542583,0.0069224457,0.003412294,0.0003128412,0.0005918508,0.003494346],"category_scores_gemma":[0.0014620954,0.00013442783,0.00007475193,0.0005810482,0.010399395,0.0021725977,0.0026815736,0.0015476192,0.00014945984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002275495,0.000021031305,0.0051019466,0.0000325815,0.000001939616,0.00035626072,0.9533256,0.000007895041,0.00044660037,0.028708266,0.0011406835,0.010834391],"study_design_scores_gemma":[0.0000025183615,0.00003226434,0.018644145,0.00011051954,0.000005254155,0.00064062397,0.9179098,0.000044039854,0.00028527554,0.0014219643,0.060892932,0.000010633827],"about_ca_topic_score_codex":0.025903793,"about_ca_topic_score_gemma":0.06140325,"teacher_disagreement_score":0.025903793,"about_ca_system_score_codex":0.0015121361,"about_ca_system_score_gemma":0.0008130248,"threshold_uncertainty_score":0.051506042},"labels":[],"label_agreement":null},{"id":"W3015885838","doi":"10.1080/23268743.2020.1720524","title":"Hard-on of darkness: gore and shock websites as the dark tourism of digital space","year":2020,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Darkness; Dark tourism; Tourism; Phenomenon; Space (punctuation); Shock (circulatory); Art; Advertising; History; Computer science; Business; Physics; Optics; Medicine; Internal medicine","score_opus":0.03650026071956431,"score_gpt":0.30930737169337696,"score_spread":0.27280711097381266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015885838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5314181,0.02074552,0.001729009,0.08264605,0.0019301664,0.000039519135,0.0003280214,0.00016147603,0.36100215],"genre_scores_gemma":[0.950089,0.0066473926,0.00047803202,0.006835113,0.00026253617,0.00002017319,0.00008487789,0.0001651795,0.03541776],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990765,0.00057216076,0.000017458271,0.000068608366,0.00012558716,0.00013966652],"domain_scores_gemma":[0.99838054,0.00075900997,0.00020772721,0.000092330505,0.00015693058,0.0004034637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012384381,0.0003758753,0.00026775582,0.0021860008,0.010572643,0.015808921,0.00060179003,0.002093397,0.006620396],"category_scores_gemma":[0.0033513103,0.00030000822,0.00019192239,0.0030891825,0.015447663,0.015715905,0.0055462047,0.0036288644,0.00097117224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044298013,0.000040843388,0.003886536,0.00013104668,0.000012757596,0.0009127291,0.82519305,0.000025681817,0.00018213785,0.10005405,0.050369505,0.019147327],"study_design_scores_gemma":[0.000004461716,0.000016909482,0.0036711823,0.00032978025,0.000010978337,0.00045332877,0.80056834,0.00005653425,0.00013244354,0.0064157816,0.18831702,0.000023219583],"about_ca_topic_score_codex":0.016222624,"about_ca_topic_score_gemma":0.043948986,"teacher_disagreement_score":0.016222624,"about_ca_system_score_codex":0.0029391828,"about_ca_system_score_gemma":0.0018898884,"threshold_uncertainty_score":0.032256424},"labels":[],"label_agreement":null},{"id":"W3033809591","doi":"10.1080/23268743.2020.1716386","title":"<i>Jemok eopseum</i>: the repurposing of Tumblr for gay South Korean DIY pornography","year":2020,"lang":"en","type":"article","venue":"Porn Studies","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Pornography; Sociology; Blogosphere; Repurposing; Sociocultural evolution; Context (archaeology); Consumption (sociology); Media studies; Scholarship; Human sexuality; Geopolitics; Politics; Gender studies; Political science; The Internet; Social science; Anthropology; History; Engineering; Law","score_opus":0.15381739207362488,"score_gpt":0.3783259501690942,"score_spread":0.22450855809546932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033809591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9149409,0.0006557455,0.0010906545,0.0057312837,0.00028341878,0.000056614663,0.00012761778,0.000066617395,0.077047065],"genre_scores_gemma":[0.97337,0.00070841686,0.0011282186,0.001107479,0.00004897642,0.000023292447,0.000098315904,0.00007621583,0.023439104],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9997384,0.00012717635,0.000011540011,0.000038390295,0.00003869213,0.000045742287],"domain_scores_gemma":[0.99920434,0.00020498427,0.00021317025,0.00008644744,0.00010191177,0.00018912874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009947793,0.00029313602,0.000122065714,0.00048406565,0.0040075323,0.0039500473,0.00045567538,0.00055451185,0.01285626],"category_scores_gemma":[0.0013730956,0.00018798464,0.00020592002,0.00061412534,0.0017876363,0.004467035,0.002408364,0.0011694629,0.0013351096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043431643,0.000538473,0.15471402,0.0014068612,0.0000689109,0.007782307,0.5561916,0.000197466,0.01698694,0.048744094,0.040527172,0.17240773],"study_design_scores_gemma":[0.000011250651,0.0002089851,0.057243053,0.00043655752,0.00006720817,0.0017563292,0.71218574,0.0006614012,0.0056178235,0.0018559267,0.21989767,0.000058052436],"about_ca_topic_score_codex":0.0027820293,"about_ca_topic_score_gemma":0.009675922,"teacher_disagreement_score":0.01285626,"about_ca_system_score_codex":0.00079117523,"about_ca_system_score_gemma":0.00088974,"threshold_uncertainty_score":0.043008506},"labels":[],"label_agreement":null},{"id":"W3124294498","doi":"10.1080/23268743.2020.1830590","title":"A finding aid to the pornographic imaginary: implications of amateur classifications on/by reddit’s NSFW411","year":2021,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Amateur; Limiting; Sociology; Taxonomy (biology); Representation (politics); The Imaginary; Media studies; World Wide Web; Computer science; Psychology; Biology; Political science; Ecology; Law","score_opus":0.12644519838273174,"score_gpt":0.4178619222181118,"score_spread":0.2914167238353801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124294498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47988838,0.0013920323,0.07009913,0.040250715,0.0010819111,0.0001817854,0.0004195125,0.00085316563,0.40583342],"genre_scores_gemma":[0.9418328,0.0004184947,0.020974934,0.0016027417,0.000110337176,0.00011631778,0.00021627295,0.00034447224,0.034383655],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.991589,0.0056837965,0.0003406739,0.0008429775,0.0011014222,0.00044204615],"domain_scores_gemma":[0.9784912,0.010351403,0.001603197,0.004905717,0.0033607127,0.0012878267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011006343,0.00044444687,0.0003848728,0.0048835953,0.01064366,0.011704284,0.0010705399,0.0016322776,0.008530442],"category_scores_gemma":[0.025741765,0.00032680665,0.0003004797,0.0047029993,0.020619983,0.015302094,0.01133194,0.0022237338,0.001367609],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010879081,0.000030518284,0.0081169205,0.00011741046,0.0000067542187,0.00041095872,0.49699324,0.00010314331,0.0009551491,0.3992651,0.017268606,0.07662346],"study_design_scores_gemma":[0.000015067597,0.000051810453,0.004853737,0.0003504115,0.000014022663,0.0009944829,0.32334563,0.0015828799,0.0015648328,0.07658978,0.5905582,0.00007908767],"about_ca_topic_score_codex":0.009547668,"about_ca_topic_score_gemma":0.011259994,"teacher_disagreement_score":0.011704284,"about_ca_system_score_codex":0.0046666395,"about_ca_system_score_gemma":0.0020698148,"threshold_uncertainty_score":0.05820781},"labels":[],"label_agreement":null},{"id":"W3154117532","doi":"10.1080/23268743.2021.1891960","title":"Pornoarchaeology of Kent Monkman’s<i>Group of Seven Inches</i>","year":2021,"lang":"en","type":"article","venue":"Porn Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Movie theater; Categorization; Indigenous; Art; Human sexuality; Visual arts; History; Sociology; Computer science; Gender studies; Artificial intelligence; Biology; Ecology","score_opus":0.058827039387546395,"score_gpt":0.2617228480075551,"score_spread":0.20289580862000867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154117532","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2941433,0.00457203,0.0017989562,0.015847247,0.00042238057,0.00004829058,0.0002337855,0.00004539168,0.6828886],"genre_scores_gemma":[0.8971567,0.0013052622,0.00038836637,0.00063612795,0.00009582404,0.000023495551,0.000056262736,0.000044453445,0.10029351],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99963176,0.00015060943,0.000006589878,0.00006621202,0.000046345885,0.00009846829],"domain_scores_gemma":[0.99949825,0.00014187847,0.000104784056,0.00004295943,0.00007009595,0.00014207899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004197235,0.0002078843,0.00010117507,0.0008554771,0.0049013714,0.0038609311,0.00041050912,0.0006593437,0.009593871],"category_scores_gemma":[0.0011888903,0.00015528903,0.00006235242,0.00084206363,0.005704736,0.0023430109,0.0016393602,0.0011517779,0.00055660936],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097545526,0.000055045144,0.0073186327,0.0001350294,0.000004137767,0.000653214,0.28759173,0.00014172339,0.00076016184,0.5916786,0.06496984,0.0465943],"study_design_scores_gemma":[0.000002546833,0.000027750097,0.023947315,0.00021047205,0.0000030210522,0.00040052508,0.1181699,0.00014712386,0.00026443103,0.0069920165,0.84981984,0.000015082042],"about_ca_topic_score_codex":0.05005312,"about_ca_topic_score_gemma":0.12615761,"teacher_disagreement_score":0.05005312,"about_ca_system_score_codex":0.0043484764,"about_ca_system_score_gemma":0.0016755827,"threshold_uncertainty_score":0.099523544},"labels":[],"label_agreement":null},{"id":"W4200399520","doi":"10.1080/23268743.2021.2005907","title":"Deplatforming Sex: a roundtable conversation","year":2021,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sex work and related issues","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Conversation; Legislature; Sex workers; Psychology; Political science; Public relations; Sociology; Law; Communication; Demography","score_opus":0.08139519125760218,"score_gpt":0.3788157257032327,"score_spread":0.2974205344456305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200399520","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24796818,0.008207907,0.015354935,0.5376116,0.068716854,0.0019082709,0.0009916184,0.00055387046,0.118686706],"genre_scores_gemma":[0.7915198,0.002294455,0.005584356,0.104377426,0.007142255,0.0023390886,0.00024807363,0.00069250265,0.085801974],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97712153,0.017806731,0.00036876788,0.0010135954,0.0011090793,0.002580287],"domain_scores_gemma":[0.96340144,0.021533918,0.0014003963,0.0011855747,0.002471203,0.010007447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022057604,0.0015172932,0.0009713128,0.0010204858,0.038318403,0.009107197,0.0029670862,0.012776035,0.02243688],"category_scores_gemma":[0.030887213,0.0017811916,0.0011277292,0.0008787237,0.011343507,0.0096176965,0.021030715,0.027190326,0.0038378742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045425998,0.0002396541,0.0010103603,0.00025174022,0.000027168064,0.003730269,0.75484926,0.00019266667,0.004230352,0.032229308,0.19030678,0.012478219],"study_design_scores_gemma":[0.00003608436,0.00017835893,0.0011332531,0.00022145726,0.000007639361,0.00046239147,0.42898756,0.00017770848,0.00069628324,0.0029773444,0.5650175,0.000104372244],"about_ca_topic_score_codex":0.0075880564,"about_ca_topic_score_gemma":0.012230688,"teacher_disagreement_score":0.038318403,"about_ca_system_score_codex":0.00894117,"about_ca_system_score_gemma":0.004026691,"threshold_uncertainty_score":0.116653144},"labels":[],"label_agreement":null},{"id":"W4255036589","doi":"10.1515/9780822385844-007","title":"Homosociality in the Classical American Stag Film: Off-Screen, On-Screen","year":2020,"lang":"en","type":"book-chapter","venue":"Porn Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University","keywords":"Materials science; Computer science","score_opus":0.10942877225619732,"score_gpt":0.28129403667083697,"score_spread":0.17186526441463965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255036589","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.123014085,0.007231128,0.00080480136,0.005504151,0.00019895911,0.000017237477,0.00009902422,0.00001700252,0.8631136],"genre_scores_gemma":[0.8778636,0.005943443,0.00046700425,0.0007710264,0.00024594428,0.000020698668,0.00008007526,0.000056930596,0.114551365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996339,0.00019799941,0.0000051346265,0.000041822103,0.00005913513,0.000062063395],"domain_scores_gemma":[0.99932706,0.00040012892,0.000043113894,0.000040674156,0.00007965398,0.000109379245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057671696,0.00031690244,0.00016249095,0.0009013243,0.0040716575,0.004810118,0.00035505675,0.0008624791,0.016545936],"category_scores_gemma":[0.0014308862,0.0001971367,0.00007533415,0.0013198653,0.004896929,0.0043744273,0.0015697993,0.0019250748,0.0007451476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008130703,0.00017149386,0.0029982345,0.00023407191,0.000010157057,0.00044561332,0.12847404,0.00011388862,0.00069502095,0.7418413,0.051008143,0.07392672],"study_design_scores_gemma":[0.0000121856865,0.000081154634,0.037560567,0.00078720576,0.000024983003,0.0007556523,0.20811097,0.00051026774,0.0011787256,0.08987323,0.66107506,0.000030051107],"about_ca_topic_score_codex":0.010535353,"about_ca_topic_score_gemma":0.027112478,"teacher_disagreement_score":0.016545936,"about_ca_system_score_codex":0.0023165408,"about_ca_system_score_gemma":0.00086817297,"threshold_uncertainty_score":0.055351615},"labels":[],"label_agreement":null},{"id":"W4311701769","doi":"10.1080/23268743.2022.2139288","title":"Tabloid porn in Quebec","year":2022,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Narrative; Newspaper; Gossip; Character (mathematics); History; Literature; Art; Sociology; Media studies; Psychology; Social psychology","score_opus":0.08438471542411004,"score_gpt":0.3940883542465064,"score_spread":0.3097036388223964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311701769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6151107,0.008488793,0.0013303829,0.011996604,0.0010765522,0.00016820944,0.005077083,0.00020590432,0.35654575],"genre_scores_gemma":[0.7384893,0.003773987,0.00080267113,0.0017649203,0.00007651519,0.00004799788,0.0011497334,0.00007168079,0.2538232],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9996855,0.000060868624,0.0000074656964,0.000055090266,0.000104711886,0.000086318585],"domain_scores_gemma":[0.99907327,0.0001543012,0.00006564189,0.000051698626,0.00040758873,0.00024753227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005695109,0.0001670545,0.000157727,0.0012749048,0.0066674785,0.0021537635,0.00055359694,0.0005662976,0.044496283],"category_scores_gemma":[0.0011443077,0.00013129633,0.00014090499,0.0025469856,0.0013682663,0.0006563456,0.0007153037,0.00051065884,0.0013986117],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006613925,0.00043939287,0.077752836,0.0011851806,0.000050504903,0.0067621293,0.13033149,0.00095544,0.009767156,0.07639854,0.26099515,0.43470082],"study_design_scores_gemma":[0.000017420156,0.00008786248,0.114899,0.00025992034,0.000009597634,0.00047834078,0.03900151,0.00036188605,0.0006254437,0.00059012644,0.84363365,0.00003511228],"about_ca_topic_score_codex":0.97481096,"about_ca_topic_score_gemma":0.99164915,"teacher_disagreement_score":0.044496283,"about_ca_system_score_codex":0.025315605,"about_ca_system_score_gemma":0.01791888,"threshold_uncertainty_score":0.18367845},"labels":[],"label_agreement":null},{"id":"W4328122049","doi":"10.1080/23268743.2023.2174172","title":"Notes from a (retiring) porn scholar – teaching porn studies in Canada: a (very brief) reflection","year":2023,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women's and Gender Studies et Recherches Féministes; York University","funders":"","keywords":"Inclusion (mineral); Curriculum; Sociology; Reflection (computer programming); Media studies; Psychology; Pedagogy; Social science; Computer science","score_opus":0.19321596495214166,"score_gpt":0.43689855340709205,"score_spread":0.2436825884549504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328122049","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045651678,0.004195997,0.0008724515,0.8995572,0.016967673,0.00032367412,0.00045061272,0.000102671125,0.03187817],"genre_scores_gemma":[0.2253028,0.009267221,0.0019202182,0.5201322,0.0043229084,0.00030108145,0.00025224706,0.0003523334,0.23814903],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908591,0.0018321271,0.00036424835,0.0008884963,0.0032967376,0.0027593467],"domain_scores_gemma":[0.9745826,0.0044587436,0.000709876,0.0003136156,0.009575634,0.010359585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061959107,0.00080271135,0.0007631156,0.0015975139,0.04023449,0.009749529,0.0044096652,0.009995685,0.008544194],"category_scores_gemma":[0.021581244,0.0010013555,0.00078397046,0.0024018018,0.010760944,0.0033978522,0.0048537883,0.03231443,0.0020819977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010663922,0.00030528285,0.0043723164,0.0003339123,0.000023981138,0.0035902362,0.2737254,0.00033118838,0.002781105,0.008939068,0.67621577,0.02927505],"study_design_scores_gemma":[0.000016956394,0.00008200316,0.0071744197,0.00043118215,0.000011766304,0.0003759376,0.34506878,0.00010254658,0.00068940176,0.00076827285,0.645159,0.00011973668],"about_ca_topic_score_codex":0.9148271,"about_ca_topic_score_gemma":0.93821955,"teacher_disagreement_score":0.08807002,"about_ca_system_score_codex":0.08807002,"about_ca_system_score_gemma":0.094983734,"threshold_uncertainty_score":0.6389957},"labels":[],"label_agreement":null},{"id":"W4383294828","doi":"10.1080/23268743.2023.2221253","title":"‘The genuine personality of our favorite stars’: Ariel Rebel, performative authenticity, and para-social interaction","year":2023,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; University of Northern British Columbia","funders":"","keywords":"Anecdote; Performative utterance; Praise; Media studies; Storytelling; Biography; Art; Sociology; Literature; Aesthetics; Narrative","score_opus":0.16082484490014903,"score_gpt":0.44340653009590136,"score_spread":0.28258168519575233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383294828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8917199,0.00073050644,0.00094471837,0.0039829356,0.00010783822,0.00001171631,0.00002170432,0.000040955838,0.10243979],"genre_scores_gemma":[0.9902947,0.0001544587,0.00016510111,0.00027764172,0.000019902436,0.0000031591385,0.000007764727,0.000022317108,0.009054982],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984457,0.000776707,0.000021050779,0.00013332342,0.00035356838,0.00026965613],"domain_scores_gemma":[0.9973455,0.0008103919,0.00055555615,0.00020173576,0.00047053717,0.0006162397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021431167,0.0003465059,0.00015882798,0.0008782704,0.0055010817,0.0054071615,0.00040928257,0.0007445648,0.0049527516],"category_scores_gemma":[0.0044819163,0.00015112347,0.0001316083,0.0003725974,0.007712693,0.0020616984,0.0023200049,0.001359806,0.00097618566],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018846213,0.0001259853,0.059060685,0.00011949636,0.000019349125,0.0010706994,0.8353258,0.00008445388,0.0040100776,0.02179681,0.009922865,0.06827535],"study_design_scores_gemma":[0.0000054135626,0.00018596138,0.0736845,0.00013538425,0.000011079894,0.0018068588,0.7886916,0.00013906468,0.0016142551,0.0014904517,0.13218877,0.00004665477],"about_ca_topic_score_codex":0.00870305,"about_ca_topic_score_gemma":0.022491513,"teacher_disagreement_score":0.00870305,"about_ca_system_score_codex":0.0019468081,"about_ca_system_score_gemma":0.00066695403,"threshold_uncertainty_score":0.017304778},"labels":[],"label_agreement":null},{"id":"W4385494790","doi":"10.1080/23268743.2023.2225520","title":"No respect: sex research as sex work","year":2023,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"","keywords":"Sex work; Scholarship; Conversation; Human sexuality; Sex workers; Sociology; Gender studies; Reproductive health; Stigma (botany); Phone; Media studies; Psychology; Political science; Medicine; Research methodology; Law","score_opus":0.32368770309209194,"score_gpt":0.5263744178116979,"score_spread":0.20268671471960598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385494790","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033360587,0.06297329,0.001992232,0.8686159,0.020693565,0.000029036108,0.000017108236,0.00003210793,0.042310726],"genre_scores_gemma":[0.24254653,0.073037654,0.002842461,0.62177557,0.03024206,0.00023017667,0.000049329105,0.0002100222,0.029066237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9131591,0.07148835,0.0017968651,0.0033247874,0.006936623,0.0032942952],"domain_scores_gemma":[0.91994625,0.058166288,0.003222534,0.0056979456,0.0041711177,0.008795835],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.044895913,0.00079294597,0.0016466735,0.0023408183,0.027681382,0.023126228,0.0029247913,0.017200787,0.008846678],"category_scores_gemma":[0.054068133,0.00061034155,0.000974437,0.0024849833,0.14269231,0.034080878,0.022391548,0.037639957,0.0015364819],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040251485,0.000070881644,0.00072288106,0.00045169232,0.000020977946,0.00058000267,0.18021314,0.000043169293,0.00015795763,0.6910274,0.088336594,0.038335152],"study_design_scores_gemma":[0.00001615572,0.0000668007,0.0003377789,0.0019960017,0.000011111377,0.00086361286,0.15483306,0.000042690925,0.000112247464,0.15574172,0.68594253,0.00003628595],"about_ca_topic_score_codex":0.0067907646,"about_ca_topic_score_gemma":0.009341295,"teacher_disagreement_score":0.9723186,"about_ca_system_score_codex":0.009290905,"about_ca_system_score_gemma":0.017203229,"threshold_uncertainty_score":0.23743516},"labels":[],"label_agreement":null},{"id":"W4385662904","doi":"10.1080/23268743.2023.2228327","title":"‘He came to **** the dead back to life’: ambiguous (de)pathologization in Bruce LaBruce’s <i>L.A. Zombie</i>","year":2023,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Zombie; Liminality; Ambiguity; Queer; Vampire; Trope (literature); Sociology; Art history; Art; Psychoanalysis; Aesthetics; Philosophy; Psychology; Gender studies; Literature","score_opus":0.051354251169816845,"score_gpt":0.3605988767665613,"score_spread":0.3092446255967445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385662904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66840756,0.011272655,0.0016164327,0.08799213,0.00077921455,0.000051449006,0.00006351663,0.0000375748,0.22977944],"genre_scores_gemma":[0.9781948,0.002095759,0.00023121548,0.0033006389,0.00008190006,0.000015781163,0.00001453887,0.000044458026,0.01602107],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975908,0.001676465,0.00003275879,0.0001267961,0.00027929334,0.00029390192],"domain_scores_gemma":[0.9978027,0.0013298135,0.00037656332,0.000112595815,0.0001990865,0.00017923981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024287214,0.00044573031,0.00031208486,0.0014735353,0.01744469,0.0076996717,0.0007265519,0.0024483395,0.0031187139],"category_scores_gemma":[0.006817743,0.00039712962,0.0001060516,0.0012305962,0.03066154,0.004488144,0.004431507,0.006278842,0.0002933885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021813428,0.000008211253,0.0005144497,0.000056384466,0.0000032767248,0.0007411871,0.9459379,0.000012923264,0.0003859996,0.043664075,0.00489873,0.0037551038],"study_design_scores_gemma":[0.0000056414083,0.000013330023,0.0031110148,0.00037587876,0.000009695958,0.0008594794,0.8038498,0.00005377161,0.00061277306,0.0041178893,0.18697082,0.000019813284],"about_ca_topic_score_codex":0.062201504,"about_ca_topic_score_gemma":0.12460675,"teacher_disagreement_score":0.062201504,"about_ca_system_score_codex":0.0073602563,"about_ca_system_score_gemma":0.0021129719,"threshold_uncertainty_score":0.12367892},"labels":[],"label_agreement":null},{"id":"W4391384996","doi":"10.1080/23268743.2023.2287459","title":"‘Who can handle a true BBC?’: masculinities, race and dick pic sharing on Reddit","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; Athabasca University","funders":"","keywords":"Race (biology); Computer science; Genealogy; Internet privacy; World Wide Web; Sociology; History; Gender studies","score_opus":0.09154804479910826,"score_gpt":0.366051608716082,"score_spread":0.2745035639169737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391384996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90651757,0.00049279095,0.00067695265,0.0013832782,0.000065160006,0.000015205644,0.00003337697,0.0000118533535,0.09080388],"genre_scores_gemma":[0.9890426,0.00018559549,0.00015498538,0.00017443381,0.000029044397,0.0000088563675,0.000011242768,0.00001674388,0.010376539],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99795485,0.0012412037,0.000033662713,0.00019253624,0.00026961483,0.00030819594],"domain_scores_gemma":[0.99751294,0.001367884,0.00041620468,0.00021698765,0.00020868533,0.00027734542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002635138,0.00026074247,0.00026650404,0.0009770059,0.006429175,0.004560248,0.0005665713,0.00066740764,0.0094294995],"category_scores_gemma":[0.0050651045,0.0001680668,0.000108649634,0.00088740577,0.007392331,0.0031941906,0.004311397,0.000962654,0.0006880121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008353572,0.0000561992,0.017469075,0.00009513041,0.0000070233823,0.0005783829,0.9246387,0.00002353738,0.0016255336,0.028315803,0.0018567627,0.025250334],"study_design_scores_gemma":[0.0000034020454,0.00005760339,0.034926407,0.00015436974,0.0000071415866,0.00040267664,0.87559545,0.00006801269,0.00092295464,0.0022400632,0.085602395,0.000019468242],"about_ca_topic_score_codex":0.0049169036,"about_ca_topic_score_gemma":0.009018911,"teacher_disagreement_score":0.0094294995,"about_ca_system_score_codex":0.0014485967,"about_ca_system_score_gemma":0.0006396509,"threshold_uncertainty_score":0.031544745},"labels":[],"label_agreement":null},{"id":"W4391651320","doi":"10.1080/23268743.2023.2228323","title":"Sean Cody’s Curtis and amateur performance in reality porn","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Amateur; Art; History; Archaeology","score_opus":0.10321711037698113,"score_gpt":0.41504033193266615,"score_spread":0.31182322155568504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391651320","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29341048,0.0054741474,0.0020270376,0.047688205,0.00075520034,0.000024834077,0.000031272582,0.000045377798,0.65054345],"genre_scores_gemma":[0.92570734,0.0018509872,0.0005248413,0.0032349527,0.0001742069,0.000021086484,0.000010919647,0.00007295468,0.06840275],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970547,0.0018608582,0.00003529191,0.0003324799,0.0004311134,0.00028551367],"domain_scores_gemma":[0.9980854,0.0009639735,0.00019355842,0.0001561678,0.00023613243,0.00036471692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019093261,0.00047383897,0.00025301208,0.0009251513,0.011976301,0.008257216,0.00062285236,0.0022355183,0.005902546],"category_scores_gemma":[0.004458612,0.0002531926,0.00017948278,0.00054841547,0.03067179,0.0037219154,0.005413076,0.0031082176,0.00061696715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042548192,0.000034703517,0.0023196589,0.00008399281,0.0000058950786,0.0009219458,0.7864823,0.0000484399,0.0007331449,0.17318964,0.021162279,0.014975491],"study_design_scores_gemma":[0.000005165803,0.000076559794,0.0058543175,0.00034487923,0.000006204505,0.0012497067,0.53973,0.00013262326,0.00071445375,0.010920384,0.44093633,0.00002931915],"about_ca_topic_score_codex":0.04290713,"about_ca_topic_score_gemma":0.057375968,"teacher_disagreement_score":0.04290713,"about_ca_system_score_codex":0.004834849,"about_ca_system_score_gemma":0.0020089736,"threshold_uncertainty_score":0.08531475},"labels":[],"label_agreement":null},{"id":"W4392921636","doi":"10.1080/23268743.2024.2302541","title":"Seeking smut: collaborations between researchers, librarians, and interlibrary loans in the study of sexuality and desire","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Saskatchewan","funders":"","keywords":"Interlibrary loan; Work (physics); Resource (disambiguation); Value (mathematics); Library science; Political science; Public relations; Sociology; Media studies; Computer science; Engineering","score_opus":0.2852647747465633,"score_gpt":0.45676700767877926,"score_spread":0.17150223293221595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392921636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77263963,0.032248795,0.005823441,0.09234768,0.0006603245,0.00021198191,0.000080346086,0.00017483965,0.095813006],"genre_scores_gemma":[0.97126085,0.009089601,0.002741647,0.0063705607,0.00031919262,0.00016597916,0.00002754,0.00008008458,0.009944466],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.93600523,0.05706919,0.0011222446,0.0012331512,0.0025522069,0.0020179348],"domain_scores_gemma":[0.88875574,0.09147521,0.0051194634,0.0032044854,0.0041371672,0.0073078675],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.048344657,0.00045079898,0.001002541,0.0052074953,0.023867933,0.023540165,0.0015972522,0.003020533,0.005742757],"category_scores_gemma":[0.06639811,0.00075567054,0.00033769006,0.008616301,0.020230003,0.019168323,0.026649712,0.004427968,0.00097082247],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029270832,0.000047663605,0.007454388,0.00016849245,0.000009905591,0.00043138367,0.94892436,0.000013740136,0.00015477228,0.005849089,0.0027427557,0.03417412],"study_design_scores_gemma":[0.0000070618717,0.00003469686,0.002364213,0.0003003214,0.000008783547,0.00025869455,0.9592097,0.00003259036,0.00012670142,0.0025169752,0.03512726,0.000012991991],"about_ca_topic_score_codex":0.004465049,"about_ca_topic_score_gemma":0.0116362395,"teacher_disagreement_score":0.97645986,"about_ca_system_score_codex":0.004353225,"about_ca_system_score_gemma":0.011034553,"threshold_uncertainty_score":0.25567406},"labels":[],"label_agreement":null},{"id":"W4399636721","doi":"10.1080/23268743.2024.2355902","title":"Age-verification technologies and the censorship of online pornography in Canada: a critique of Bill S-210: An Act to Restrict Young Persons’ Online Access to Sexually Explicit Material","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pornography; Censorship; Human sexuality; Context (archaeology); Queer; Law; Sexual revolution; Sociology; Homosexuality; Political science; Psychology; Gender studies; History","score_opus":0.10450862331386915,"score_gpt":0.40489576191013693,"score_spread":0.30038713859626776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399636721","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036793195,0.009976604,0.0029030817,0.76911074,0.0036360405,0.00009971252,0.00016443955,0.00009214991,0.17722403],"genre_scores_gemma":[0.6241361,0.01045755,0.0022684904,0.27845457,0.0017139654,0.00009983085,0.00004293434,0.00013298758,0.08269367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.986402,0.0020528238,0.00035770124,0.0011854937,0.0072944155,0.0027074774],"domain_scores_gemma":[0.9792373,0.011111312,0.0008946569,0.00060399366,0.0066283904,0.0015243045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009379126,0.00054676796,0.00057253236,0.0016583352,0.02822058,0.013888684,0.0037637057,0.015500575,0.0025899434],"category_scores_gemma":[0.024091428,0.000517693,0.00065914774,0.0015579633,0.043456707,0.004074241,0.0036504918,0.021038456,0.00031349956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034188746,0.00002528924,0.0021817829,0.00016993207,0.00001751317,0.0007544665,0.091501825,0.00028332317,0.00045376975,0.72369725,0.15722866,0.023652034],"study_design_scores_gemma":[0.000022391594,0.000027643182,0.005170917,0.0008251033,0.00005234215,0.0002014844,0.056959964,0.000513884,0.0011377818,0.03249867,0.90240735,0.00018257118],"about_ca_topic_score_codex":0.97253644,"about_ca_topic_score_gemma":0.97742903,"teacher_disagreement_score":0.0888846,"about_ca_system_score_codex":0.0888846,"about_ca_system_score_gemma":0.17805605,"threshold_uncertainty_score":0.6449059},"labels":[],"label_agreement":null},{"id":"W4400777955","doi":"10.1080/23268743.2024.2355874","title":"Reading sociopornographic books: genre and dirty work","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Reading (process); Work (physics); Computer science; Art; Literature; Linguistics; Engineering; Philosophy","score_opus":0.06843831602538217,"score_gpt":0.3653559896240637,"score_spread":0.2969176735986815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400777955","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109078325,0.0467991,0.0020391531,0.010040471,0.0019534654,0.000088071545,0.0004098714,0.00011694476,0.8294746],"genre_scores_gemma":[0.65340775,0.044316858,0.0029087514,0.0035767234,0.0030726963,0.00023946127,0.00068869744,0.00046133608,0.2913278],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990701,0.00039484334,0.00004260816,0.00007624393,0.00032057462,0.00009563989],"domain_scores_gemma":[0.9981521,0.0010876448,0.00018833645,0.00014872279,0.00020775039,0.00021538872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070126087,0.00033106803,0.00032901025,0.0035427022,0.003914067,0.009303581,0.0006623015,0.0007830252,0.012939819],"category_scores_gemma":[0.0031136805,0.00017656288,0.00015253181,0.0056720106,0.0064010215,0.004394775,0.0021738727,0.0011821081,0.0019194101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051712927,0.00013095427,0.00624705,0.0011198316,0.000020046278,0.00095917686,0.38604933,0.000093827366,0.0011747055,0.31024125,0.14302677,0.15088539],"study_design_scores_gemma":[0.000005795631,0.000030258268,0.015146152,0.0014086113,0.000008227635,0.00094439584,0.14145136,0.00006450162,0.00029659455,0.019358141,0.82127386,0.000012098224],"about_ca_topic_score_codex":0.0031535039,"about_ca_topic_score_gemma":0.007669071,"teacher_disagreement_score":0.012939819,"about_ca_system_score_codex":0.0021721108,"about_ca_system_score_gemma":0.0011086769,"threshold_uncertainty_score":0.043287992},"labels":[],"label_agreement":null},{"id":"W4401456821","doi":"10.1080/23268743.2024.2351742","title":"Body, genre, apparatus: re-reading Linda Williams on pornography","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Pornography; Reading (process); Psychology; Art; Psychoanalysis; Linguistics; Philosophy","score_opus":0.09051171729617484,"score_gpt":0.4137951117379971,"score_spread":0.32328339444182225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401456821","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024560306,0.12629244,0.0071457424,0.38387913,0.077437915,0.00009858035,0.00047691874,0.00028441695,0.37982458],"genre_scores_gemma":[0.2684634,0.08867706,0.004690857,0.06779219,0.03020675,0.00022419254,0.0005046055,0.0019260081,0.5375149],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884963,0.00068544823,0.00004399821,0.00010346805,0.00024721996,0.00007019845],"domain_scores_gemma":[0.9974509,0.0018252603,0.00010028617,0.00011615673,0.00038655708,0.000120935794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013938819,0.00089733343,0.00051591266,0.0016434259,0.0044599967,0.005538675,0.0009291534,0.0022978103,0.0074401884],"category_scores_gemma":[0.005859364,0.00035772694,0.00025919086,0.0009002117,0.007555249,0.006156425,0.0028386873,0.0049681533,0.0024095261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006565605,0.00002322876,0.0004057727,0.00036923654,0.000013271281,0.0003605916,0.0993676,0.00009486226,0.0005844704,0.10902229,0.71375704,0.07593598],"study_design_scores_gemma":[0.0000032054008,0.000012183682,0.0012376752,0.0009477064,0.0000055276923,0.00018405472,0.025621207,0.000038428312,0.000173057,0.009082563,0.96268123,0.000013126122],"about_ca_topic_score_codex":0.014112226,"about_ca_topic_score_gemma":0.027662946,"teacher_disagreement_score":0.014112226,"about_ca_system_score_codex":0.0024904085,"about_ca_system_score_gemma":0.0013221484,"threshold_uncertainty_score":0.028060198},"labels":[],"label_agreement":null},{"id":"W4402053237","doi":"10.1080/23268743.2024.2382101","title":"Erotic countermapping and queer urban publics: the hardcore cinema of Arthur J. Bressan, Jr","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Queer; Publics; Movie theater; Sociology; Media studies; Gender studies; Art; Art history; Political science; Law","score_opus":0.06257514962183035,"score_gpt":0.26202490841185005,"score_spread":0.1994497587900197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402053237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5963848,0.011912538,0.0030941905,0.12546268,0.0008238916,0.000032354877,0.00014413727,0.000095357645,0.2620499],"genre_scores_gemma":[0.98248094,0.0023601914,0.00030981077,0.0012094278,0.00025607005,0.000008600547,0.000014960047,0.00002898071,0.013331088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992293,0.000501257,0.000007444043,0.00006215387,0.00008203169,0.000117777716],"domain_scores_gemma":[0.9983469,0.0010906463,0.00021723597,0.000080673126,0.00011020255,0.00015436117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013588722,0.00034147614,0.00019039534,0.0011462785,0.0066628475,0.0062016975,0.00045236136,0.00093967974,0.0039629852],"category_scores_gemma":[0.002724476,0.00015800279,0.00013720358,0.0008447004,0.01249627,0.0028183695,0.0020817055,0.0023197567,0.00012396254],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009226906,0.00005118555,0.003964781,0.00011774165,0.000018400053,0.0008038561,0.45577425,0.00037973447,0.00066467945,0.4703771,0.04131388,0.02644215],"study_design_scores_gemma":[0.000017367685,0.000047437814,0.010256144,0.0003868698,0.00002790034,0.00042995127,0.38534728,0.00065695686,0.00080522674,0.023849275,0.57813895,0.000036782574],"about_ca_topic_score_codex":0.05528742,"about_ca_topic_score_gemma":0.09465083,"teacher_disagreement_score":0.05528742,"about_ca_system_score_codex":0.0057717026,"about_ca_system_score_gemma":0.0013250564,"threshold_uncertainty_score":0.10993123},"labels":[],"label_agreement":null},{"id":"W4402605428","doi":"10.1080/23268743.2024.2393641","title":"‘This is fucking nuts’: the role of payment intermediaries in structuring precarity and dependencies in platformized sex work","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Sociale en Geesteswetenschappen, NWO; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Structuring; Precarity; Intermediary; Payment; Work (physics); Sex work; Computer science; Business; Sociology; Engineering; Biology; World Wide Web; Finance; Gender studies","score_opus":0.024560993558451368,"score_gpt":0.29152961046451004,"score_spread":0.26696861690605866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402605428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7591197,0.001350221,0.0536281,0.029247722,0.0002860609,0.00019463227,0.0000748591,0.00015766463,0.15594107],"genre_scores_gemma":[0.9938478,0.00017206572,0.0030370841,0.000532836,0.000041185413,0.000031579333,0.000011736855,0.000035784415,0.0022898728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98682576,0.008270513,0.0005653832,0.0013431346,0.0015102766,0.0014849474],"domain_scores_gemma":[0.97749126,0.012238465,0.0032206674,0.0043225097,0.0012161762,0.0015109885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015634753,0.00035725508,0.00031590246,0.0017852376,0.009589464,0.012432792,0.0017311547,0.0026737868,0.006551038],"category_scores_gemma":[0.033789396,0.0007844342,0.0004509614,0.0011476234,0.04546256,0.016001133,0.01723965,0.004360502,0.0006343488],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012684576,0.000108569904,0.030245608,0.00013028774,0.000032001088,0.0008832106,0.27365485,0.00048981205,0.0013088108,0.63452387,0.0021584744,0.056337684],"study_design_scores_gemma":[0.00007528341,0.00035841318,0.055901196,0.0014705334,0.00009160457,0.0014431619,0.2486086,0.0025275848,0.0035054707,0.5052613,0.18051682,0.00024000043],"about_ca_topic_score_codex":0.0056070792,"about_ca_topic_score_gemma":0.00499713,"teacher_disagreement_score":0.015634753,"about_ca_system_score_codex":0.0040271804,"about_ca_system_score_gemma":0.0062870625,"threshold_uncertainty_score":0.08268553},"labels":[],"label_agreement":null},{"id":"W4404586187","doi":"10.1080/23268743.2024.2408275","title":"Tom Waugh, <i>Hard to Imagine</i> , and porn studies: a dossier of critical reflections","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Arts and Humanities Research Council","keywords":"Art; Sociology; Art history; Media studies; Psychoanalysis; Psychology","score_opus":0.09662877463159081,"score_gpt":0.48626888923640144,"score_spread":0.38964011460481063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404586187","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037314158,0.06623471,0.0042036725,0.8139915,0.022419298,0.00026098694,0.00012812146,0.00010140629,0.05534613],"genre_scores_gemma":[0.68235457,0.06642821,0.008491799,0.1551703,0.0132093625,0.0009884165,0.00012332428,0.0007629122,0.07247111],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98562247,0.010360729,0.00032113492,0.0009876731,0.0016181,0.0010898951],"domain_scores_gemma":[0.9771673,0.017449135,0.0007855777,0.00091008487,0.002404058,0.001283762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013918149,0.0014257501,0.0009363818,0.0033331031,0.02612008,0.016254982,0.0027209285,0.00806558,0.003222749],"category_scores_gemma":[0.034998726,0.00089529477,0.000536981,0.0031534096,0.05512982,0.015424177,0.0061739925,0.022971526,0.00050759275],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048991762,0.000039510036,0.00035723852,0.00028047862,0.000012472501,0.0008431658,0.636459,0.00009004633,0.0005150837,0.14046168,0.20948842,0.011403823],"study_design_scores_gemma":[0.000005114268,0.000013088756,0.00032276718,0.0009340068,0.00000700115,0.00023956245,0.42704758,0.00008436946,0.0003684474,0.02381341,0.54712886,0.00003578886],"about_ca_topic_score_codex":0.06349941,"about_ca_topic_score_gemma":0.105635576,"teacher_disagreement_score":0.06349941,"about_ca_system_score_codex":0.023417588,"about_ca_system_score_gemma":0.012640086,"threshold_uncertainty_score":0.16990733},"labels":[],"label_agreement":null},{"id":"W4404829423","doi":"10.1080/23268743.2024.2418000","title":"The hentai streaming platform wars","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Astrobiology; Physics","score_opus":0.07399236643307397,"score_gpt":0.4067798251747523,"score_spread":0.33278745874167837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404829423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8487798,0.0011360467,0.0017249415,0.0024746275,0.00013581295,0.000028413071,0.000035743797,0.000029250883,0.14565533],"genre_scores_gemma":[0.98544794,0.0005342579,0.0004619727,0.00030464795,0.00004913572,0.000015046768,0.000021888305,0.000022830256,0.013142279],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9994485,0.00015217297,0.000017103272,0.00011343381,0.00013278892,0.00013590512],"domain_scores_gemma":[0.9992052,0.00023326387,0.00019092644,0.0000823408,0.00011418757,0.00017411243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136504,0.00029915795,0.00014490217,0.00086001604,0.0060296287,0.0048775044,0.00040245012,0.0008183382,0.00540858],"category_scores_gemma":[0.0015851416,0.00024178406,0.00012652777,0.0011271852,0.006889269,0.00581079,0.0036095658,0.0014360975,0.00038438258],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023076728,0.00007850282,0.025884159,0.00028875732,0.000026153373,0.0021455463,0.59217393,0.00026309976,0.0064219814,0.2717206,0.008266046,0.09250041],"study_design_scores_gemma":[0.000012474438,0.00024149661,0.051170688,0.0002706489,0.000033603275,0.0010045907,0.53969175,0.0009136971,0.003411607,0.017828766,0.3853566,0.000064142616],"about_ca_topic_score_codex":0.008117035,"about_ca_topic_score_gemma":0.011230357,"teacher_disagreement_score":0.008117035,"about_ca_system_score_codex":0.0022575315,"about_ca_system_score_gemma":0.0011630888,"threshold_uncertainty_score":0.018093526},"labels":[],"label_agreement":null},{"id":"W4405194284","doi":"10.1080/23268743.2024.2421796","title":"Lessons from the sex wars: reflections on five decades of the scientific study of pornography","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pornography; Political science; Sociology; Law","score_opus":0.21655150244573984,"score_gpt":0.48309396076371064,"score_spread":0.2665424583179708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405194284","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0077346177,0.10887473,0.000870613,0.85918,0.0137729645,0.000019393618,0.000031286716,0.000018939414,0.009497529],"genre_scores_gemma":[0.2396662,0.16735479,0.0025276612,0.54290783,0.022839803,0.00019537307,0.00005462315,0.00029414153,0.024159513],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9495658,0.0345123,0.0018062706,0.002634177,0.007652317,0.003829077],"domain_scores_gemma":[0.80681866,0.16167592,0.005972596,0.0051611424,0.012138399,0.008233222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07037266,0.0010563129,0.001808245,0.0032509256,0.013932121,0.020972697,0.0042539365,0.019635534,0.004869931],"category_scores_gemma":[0.10277806,0.0008893353,0.0011684897,0.003094906,0.072331645,0.03348755,0.018255742,0.050846756,0.0015670268],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021467818,0.00022958535,0.0015044756,0.001272895,0.00007489379,0.00093802984,0.3978718,0.0001947875,0.00044019037,0.31859502,0.20195183,0.07671191],"study_design_scores_gemma":[0.000020570493,0.0000720066,0.0005789053,0.0024016283,0.000013688978,0.000308429,0.15707551,0.00004708534,0.00029233375,0.0459218,0.7932059,0.00006209293],"about_ca_topic_score_codex":0.0084711015,"about_ca_topic_score_gemma":0.011340122,"teacher_disagreement_score":0.07037266,"about_ca_system_score_codex":0.014786193,"about_ca_system_score_gemma":0.014693199,"threshold_uncertainty_score":0.3721707},"labels":[],"label_agreement":null},{"id":"W4406473186","doi":"10.1080/23268743.2024.2439339","title":"‘You can’t do that’? The ambiguities of Wet and Messy fetish videos","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Art; Psychology","score_opus":0.05204695877691798,"score_gpt":0.2610731186973903,"score_spread":0.20902615992047233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406473186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51528823,0.011160845,0.010207353,0.032801535,0.00064908864,0.00007493352,0.00037369874,0.000066453365,0.4293778],"genre_scores_gemma":[0.9893694,0.0015684026,0.00073793175,0.0005072064,0.00014149735,0.000015889635,0.00005171685,0.000045103763,0.007562837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9969386,0.0020314176,0.00006291618,0.00023449658,0.0004858581,0.00024683992],"domain_scores_gemma":[0.9930992,0.0047479854,0.0007618774,0.0004801942,0.0006595581,0.00025105273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034519222,0.00026887222,0.00020804648,0.0025061688,0.0036706564,0.0079224445,0.0006785063,0.00082643516,0.0045617595],"category_scores_gemma":[0.016612438,0.00017890391,0.00012098027,0.002325844,0.017636357,0.00714539,0.002331638,0.0017159618,0.00029881162],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001019792,0.000020858994,0.0050505092,0.00017368604,0.000008933137,0.00035256674,0.29893628,0.00016581743,0.00034852198,0.6312716,0.007761655,0.055807613],"study_design_scores_gemma":[0.000011589941,0.00004946723,0.02478573,0.0011500674,0.000019935702,0.0004997338,0.5368758,0.0006501858,0.0010310411,0.08950743,0.34537852,0.000040565796],"about_ca_topic_score_codex":0.036157347,"about_ca_topic_score_gemma":0.06155868,"teacher_disagreement_score":0.036157347,"about_ca_system_score_codex":0.006332227,"about_ca_system_score_gemma":0.0019815133,"threshold_uncertainty_score":0.07189375},"labels":[],"label_agreement":null},{"id":"W4406527044","doi":"10.1080/23268743.2024.2433451","title":"Porn scholars coming together: founders reflect on 10 years of the SCMS Adult Film History Scholarly Interest Group","year":2024,"lang":"en","type":"article","venue":"Porn Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Conversation; Oral history; Media studies; Sociology; Movie theater; History; Art history; Anthropology","score_opus":0.11842016258452474,"score_gpt":0.28557153708579847,"score_spread":0.1671513745012737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406527044","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87166053,0.004725258,0.001331346,0.06512758,0.0024686304,0.00024335923,0.00020358666,0.000087928056,0.054151773],"genre_scores_gemma":[0.9452101,0.0028084426,0.0009525021,0.01165221,0.0009681533,0.00023822002,0.00017170014,0.00014494552,0.037853796],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895303,0.0057330765,0.000309918,0.0008105612,0.0014617239,0.002154304],"domain_scores_gemma":[0.9751242,0.010543313,0.0027310953,0.0010120489,0.0025824148,0.008006959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016722625,0.0007296517,0.0010503853,0.0029896577,0.02979135,0.011604514,0.0021873282,0.004373952,0.008486767],"category_scores_gemma":[0.0365809,0.0010354972,0.00044452187,0.0027472237,0.012027187,0.012040687,0.019229397,0.010062652,0.0012595609],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022531962,0.00004578198,0.002790737,0.000044590488,0.0000034900695,0.00068099936,0.981713,0.000008532087,0.00020692716,0.0025874632,0.0066126133,0.0052833473],"study_design_scores_gemma":[0.0000017784332,0.000019763951,0.0008685803,0.00006293976,0.0000016460951,0.00014534098,0.96262544,0.000010051948,0.000046630783,0.00025136414,0.035959672,0.0000068685354],"about_ca_topic_score_codex":0.010034978,"about_ca_topic_score_gemma":0.02283672,"teacher_disagreement_score":0.02979135,"about_ca_system_score_codex":0.00612467,"about_ca_system_score_gemma":0.004884671,"threshold_uncertainty_score":0.08843875},"labels":[],"label_agreement":null},{"id":"W4407428052","doi":"10.1080/23268743.2024.2443150","title":"Communication about pornography use in relationships: conceptual challenges and future research directions","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pornography; Conceptual framework; Sociology; Psychology; Internet privacy; Computer science; Social science","score_opus":0.3659485656709999,"score_gpt":0.48358680233458723,"score_spread":0.1176382366635873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407428052","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16817763,0.41740096,0.048967756,0.32322824,0.0032268364,0.0012519363,0.000684873,0.00012392137,0.03693795],"genre_scores_gemma":[0.7262677,0.19619566,0.04695418,0.021847973,0.0031899246,0.0030831345,0.00052443263,0.00015012892,0.001786889],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94919634,0.038960155,0.003419525,0.0025691886,0.004297488,0.0015573548],"domain_scores_gemma":[0.7151722,0.24639826,0.012782692,0.0061250776,0.01526177,0.00425994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10590624,0.0015662309,0.002908997,0.01000893,0.006975055,0.024674809,0.00595581,0.0043130554,0.006981357],"category_scores_gemma":[0.110425174,0.0014199655,0.001677736,0.013316568,0.029850002,0.04341646,0.010328377,0.009495247,0.0006344174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014907117,0.0005003813,0.066214785,0.0111789415,0.00025853855,0.0010779208,0.3057569,0.0006610014,0.00029194664,0.30939892,0.005891056,0.2986205],"study_design_scores_gemma":[0.000035698482,0.0002065519,0.038612198,0.040347137,0.00023882532,0.0015281693,0.67925483,0.0018533354,0.00023984467,0.17982164,0.057637773,0.00022405521],"about_ca_topic_score_codex":0.017940996,"about_ca_topic_score_gemma":0.022095742,"teacher_disagreement_score":0.10590624,"about_ca_system_score_codex":0.011523185,"about_ca_system_score_gemma":0.025602004,"threshold_uncertainty_score":0.56009245},"labels":[],"label_agreement":null},{"id":"W4409765833","doi":"10.1080/23268743.2025.2476955","title":"Sex robot brothels: backlash, by-laws, and sex work within the queer inhuman fold","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Backlash; Queer; Fold (higher-order function); Robot; Work (physics); Law; Computer science; Political science; Sociology; Gender studies; Engineering; Artificial intelligence; Mechanical engineering","score_opus":0.05973205566022605,"score_gpt":0.37175089431273806,"score_spread":0.312018838652512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409765833","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19742724,0.012943728,0.007974312,0.08713088,0.0008233699,0.000048820868,0.00006413246,0.00007942681,0.69350815],"genre_scores_gemma":[0.9711563,0.002212985,0.0004130865,0.0036980594,0.00010339944,0.000019631656,0.000009801044,0.000022338356,0.022364423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9973693,0.0015946168,0.00005195327,0.00019764998,0.0003738863,0.00041255675],"domain_scores_gemma":[0.99653816,0.0024689133,0.00041957977,0.00017558676,0.00022020402,0.00017755284],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003314043,0.00027914013,0.00014189695,0.001147933,0.011324912,0.0055887457,0.00067836663,0.0021753625,0.0068766614],"category_scores_gemma":[0.005374067,0.00019014353,0.00016591171,0.00089731585,0.04953067,0.0057224412,0.00346743,0.003860634,0.00035035823],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012310822,0.0000065929403,0.0007857866,0.000034296638,0.0000022263537,0.00021076706,0.19022352,0.000047430975,0.000170878,0.79881525,0.002274377,0.0074166874],"study_design_scores_gemma":[0.000013808855,0.000048658007,0.0038077892,0.00055098056,0.000014117085,0.0003287974,0.43372092,0.00025595634,0.0010058173,0.0829321,0.47727624,0.000044822475],"about_ca_topic_score_codex":0.100039765,"about_ca_topic_score_gemma":0.13396849,"teacher_disagreement_score":0.9886751,"about_ca_system_score_codex":0.008928549,"about_ca_system_score_gemma":0.0045465734,"threshold_uncertainty_score":0.19891495},"labels":[],"label_agreement":null},{"id":"W4410402109","doi":"10.1080/23268743.2025.2491502","title":"Julie Lee and <i>Trilogy of Lust</i> (1995): pornography, moral panic and the politics of belonging in pre-handover Hong Kong","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Hong Kong and Taiwan Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Lust; Trilogy; Moral panic; Politics; Pornography; Political science; Psychoanalysis; Sociology; Psychology; Law; Art; Art history","score_opus":0.02215658528868034,"score_gpt":0.32793403296152335,"score_spread":0.305777447672843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410402109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8840553,0.0030522132,0.00029942516,0.041067984,0.0004028985,0.000031366828,0.000035708497,0.000016895126,0.07103817],"genre_scores_gemma":[0.9782737,0.0018053534,0.00009437853,0.0023237662,0.00005432609,0.000016919057,0.00001128079,0.00001206424,0.017408213],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995591,0.00021401524,0.000013702454,0.00003683289,0.000043771062,0.00013263932],"domain_scores_gemma":[0.9991303,0.00026501482,0.00017792406,0.00003607731,0.00009274353,0.00029794028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009200839,0.00030248938,0.00017622499,0.00056384056,0.009402875,0.0058583138,0.00047340506,0.001157279,0.0017351683],"category_scores_gemma":[0.0014973233,0.00028801875,0.00012211635,0.00048312917,0.011138324,0.0028803386,0.002352108,0.003313654,0.00022678438],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002996374,0.000049991053,0.017708214,0.000062979525,0.0000104724095,0.0012046839,0.9197605,0.00005667063,0.00045315907,0.032404926,0.018887492,0.009370888],"study_design_scores_gemma":[0.000005106248,0.0000308885,0.022767698,0.00011717643,0.000008406305,0.00022970054,0.8991199,0.000063005326,0.00034353926,0.0016657092,0.075622804,0.000026008243],"about_ca_topic_score_codex":0.09722717,"about_ca_topic_score_gemma":0.18850568,"teacher_disagreement_score":0.09722717,"about_ca_system_score_codex":0.005352915,"about_ca_system_score_gemma":0.0031035566,"threshold_uncertainty_score":0.19332248},"labels":[],"label_agreement":null},{"id":"W4410402159","doi":"10.1080/23268743.2025.2492332","title":"Imagining markets and crafting value: the emergence of an AI-generated pornographic content ecosystem","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université Laval","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Content (measure theory); Value (mathematics); Ecosystem; Ecology; Computer science; Biology; Mathematics","score_opus":0.04480487564249829,"score_gpt":0.32403079530337214,"score_spread":0.27922591966087384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410402159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6611377,0.001839166,0.0214798,0.01157516,0.00010524272,0.00005470464,0.00010926554,0.00011611074,0.30358294],"genre_scores_gemma":[0.9909504,0.00051182247,0.0028667834,0.0002481763,0.00004402115,0.000016181491,0.000036163357,0.00005276617,0.005273661],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985104,0.00088255014,0.000028894325,0.00015653842,0.0002533922,0.0001681874],"domain_scores_gemma":[0.99510866,0.0031539304,0.0005520517,0.00047873423,0.0002550618,0.00045157422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020832722,0.00028379055,0.00018866267,0.0029038992,0.0035311698,0.013375509,0.0008116091,0.0016544391,0.006905565],"category_scores_gemma":[0.005586295,0.00030351983,0.0002435654,0.0022541743,0.017572511,0.016542956,0.0059938855,0.001519912,0.00063933886],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012190015,0.0000907123,0.020283923,0.00025749844,0.0000213216,0.0024098523,0.20094697,0.00061093183,0.0030548165,0.7018327,0.004459069,0.06591028],"study_design_scores_gemma":[0.000026712954,0.000085419844,0.01638837,0.0005382004,0.000019253468,0.0016587022,0.29404244,0.004443767,0.0019521134,0.39226997,0.2885149,0.000060112292],"about_ca_topic_score_codex":0.0012568466,"about_ca_topic_score_gemma":0.0017702626,"teacher_disagreement_score":0.013375509,"about_ca_system_score_codex":0.0021359276,"about_ca_system_score_gemma":0.0012163422,"threshold_uncertainty_score":0.02310139},"labels":[],"label_agreement":null},{"id":"W4410829419","doi":"10.1080/23268743.2025.2491506","title":"The limits of ‘zero tolerance’ policies for animated pornographic media","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"University of Ottawa; Microsoft Research","keywords":"Zero (linguistics); Zero tolerance; Computer science; Political science; Linguistics; Philosophy; Law","score_opus":0.10843013624702226,"score_gpt":0.4245220260072228,"score_spread":0.31609188976020053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410829419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15416515,0.0041656503,0.117092,0.1735607,0.0012405998,0.0003861666,0.0001172698,0.0004265296,0.5488459],"genre_scores_gemma":[0.96914744,0.00050460926,0.00815114,0.01266358,0.00030139208,0.00046570334,0.000030390644,0.000120761484,0.0086148195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9337937,0.032934237,0.003491402,0.008282852,0.016908051,0.004589716],"domain_scores_gemma":[0.8496734,0.109864734,0.011052819,0.01545464,0.010662404,0.003291967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.063742206,0.0007337147,0.0006643723,0.002058292,0.007114496,0.016964184,0.0039440785,0.01238056,0.005310938],"category_scores_gemma":[0.1461859,0.00079000636,0.00088955055,0.001144824,0.045037553,0.017451886,0.012976469,0.013380518,0.0008930231],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019147372,0.000040453193,0.00079390034,0.00007282832,0.000013111366,0.000058425623,0.0068833223,0.00039025562,0.0004028916,0.9802161,0.001639218,0.009470438],"study_design_scores_gemma":[0.000048387414,0.00012876745,0.0018156291,0.0008800322,0.000049968505,0.00017920489,0.010081443,0.0017371791,0.002728625,0.87546897,0.10678785,0.0000939601],"about_ca_topic_score_codex":0.004740894,"about_ca_topic_score_gemma":0.0027039663,"teacher_disagreement_score":0.063742206,"about_ca_system_score_codex":0.0076089976,"about_ca_system_score_gemma":0.009376202,"threshold_uncertainty_score":0.33710504},"labels":[],"label_agreement":null},{"id":"W4417196290","doi":"10.1080/23268743.2025.2580673","title":"Pornhub, payment processors and child sexual abuse material: moral and algorithmic authorities in platform governance","year":2025,"lang":"en","type":"article","venue":"Porn Studies","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Forschungsvereinigung Stahlanwendung","keywords":"Corporate governance; Payment; Child sexual abuse; Child abuse; Sexual abuse; Child pornography; Sexual violence","score_opus":0.03998372855797267,"score_gpt":0.3294072953319564,"score_spread":0.28942356677398373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417196290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60257125,0.008273849,0.0144655695,0.034627255,0.00040179302,0.000103037295,0.00007858649,0.000048894635,0.33942968],"genre_scores_gemma":[0.9876386,0.0018367602,0.0011727802,0.0013010831,0.00008049431,0.00004459317,0.000013765189,0.000032796666,0.007879098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9933395,0.004632922,0.00014115505,0.00045317915,0.0008283217,0.0006049229],"domain_scores_gemma":[0.98641044,0.009642275,0.0017468464,0.000982917,0.0007180843,0.0004994579],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007840084,0.00033195424,0.00018823017,0.0014906767,0.0064370222,0.007484285,0.0008429202,0.001650304,0.007056705],"category_scores_gemma":[0.015325489,0.0003148078,0.00020744512,0.0011392452,0.031091027,0.010214009,0.0073741837,0.002834855,0.00046083448],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008872612,0.000054620366,0.017884895,0.00022259183,0.000012268943,0.00064240146,0.28941262,0.00015759307,0.00061455823,0.6341854,0.0035200678,0.05320431],"study_design_scores_gemma":[0.00002037209,0.00014673782,0.0334507,0.0024185362,0.00003282614,0.0010606999,0.48630774,0.0005015216,0.0027114535,0.13156976,0.34172675,0.00005295196],"about_ca_topic_score_codex":0.0041234535,"about_ca_topic_score_gemma":0.0065096333,"teacher_disagreement_score":0.993563,"about_ca_system_score_codex":0.00458805,"about_ca_system_score_gemma":0.003237537,"threshold_uncertainty_score":0.04146284},"labels":[],"label_agreement":null}]}