{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"f727f1119d1b","filters":{"venue":"Visual Ethnography"}},"results":[{"id":"W2884101802","doi":"10.12835/ve2018.1-0108","title":"Indentureship’s Ghostworld: Re-imagining the Coolie Archive","year":2018,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Ethnography; Politics; History; Period (music); Aesthetics; Art; Archaeology; Political science; Law","authors":[{"name":"Amar Wahab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04119829386208028,"gpt":0.3748054452474572,"spread":0.3336071513853769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007835475,0.0001595566,0.0001530703,0.0001991595,0.001749306,0.0001529439,0.0004769531,0.0001227467,0.000297617],"category_scores_gemma":[0.0001728973,0.0001212491,0.0002125405,0.000854603,0.002831405,0.0001290891,0.0000634099,0.0004199111,0.0001404123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004739876,"about_ca_system_score_gemma":0.000154356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004134504,"about_ca_topic_score_gemma":0.01297651,"domain_scores_codex":[0.9980744,0.0003550837,0.000197762,0.0002599389,0.0005430634,0.0005697111],"domain_scores_gemma":[0.9989865,0.0002689331,0.0001047032,0.0002619843,0.0001677447,0.0002101229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005832664,0.0001176654,0.005750495,0.00001450529,0.0001041362,0.000008555197,0.5091989,0.000001142933,0.0001810218,0.2752968,0.2049815,0.004286983],"study_design_scores_gemma":[0.0001518895,0.00009134829,0.001959791,0.00002155885,0.00003557685,7.607889e-7,0.03980942,0.00001115737,0.00009225085,0.00635489,0.9512761,0.0001953261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05806112,0.001369716,0.0002937326,0.003209998,0.004558594,0.0004784757,0.00006526126,0.0003595903,0.9316035],"genre_scores_gemma":[0.9916146,0.00008144306,0.0001336483,0.003835429,0.002866284,0.00001572412,0.00001362882,0.00001972943,0.001419501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9335535,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804857238","doi":"10.12835/ve2017.2-0088","title":"Culture Sensitive Participatory Art as Visual Ethnography in the North","year":2017,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnography; Dialogical self; Indigenous; Visual anthropology; Citizen journalism; Sociology; Visual arts; Visual culture; Metis; Arctic; Anthropology; Aesthetics; Media studies; Art; Psychology; Political science; Social psychology; Computer science; Ecology","authors":[{"name":"Timo Jokela","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018820156771291,"gpt":0.4705406540598165,"spread":0.3686586383826874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001843836,0.0003672677,0.0005360677,0.0003523765,0.01225637,0.0000549213,0.0005774706,0.0004993174,0.0001217032],"category_scores_gemma":[0.0003154144,0.0002524605,0.0003409775,0.0006199645,0.000746084,0.0002076043,0.0003871717,0.001806773,0.0009259791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006060789,"about_ca_system_score_gemma":0.0002024998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161658,"about_ca_topic_score_gemma":0.09012239,"domain_scores_codex":[0.9955489,0.00102612,0.0006258325,0.0005185585,0.0004224205,0.00185819],"domain_scores_gemma":[0.9978771,0.0004631953,0.0004757336,0.0006915562,0.0003232305,0.0001692095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001615889,0.0004421041,0.7029169,0.0000886015,0.0001786104,0.0001154846,0.2711178,0.000002570604,0.00004879644,0.0006659053,0.02350328,0.0007583215],"study_design_scores_gemma":[0.001056861,0.0007791776,0.7628589,0.00008441543,0.00007764097,0.000003389487,0.1556418,0.00003825237,0.00002208787,0.0003202232,0.07872834,0.0003889297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961468,0.0002391408,0.00001603588,0.001907604,0.0013448,0.001361242,0.00002914123,0.0001021148,0.03353187],"genre_scores_gemma":[0.9908186,0.0003175367,0.00003723331,0.007292087,0.0005630687,0.0005015346,0.00003904388,0.00003740445,0.000393458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115476,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049761503","doi":"10.12835/ve2019.1-0138","title":"Unspittable: Long-Form Ethnographic Music Video as Cine-Ethnomusicology Research-Creation","year":2020,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Ethnomusicology; Filmmaking; Ethnography; Movie theater; Visual arts; Art; Popular music; Sociology; Aesthetics; Musical; Anthropology","authors":[{"name":"Michael B. MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1519691390338946,"gpt":0.3551124299416616,"spread":0.2031432909077671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000821671,0.0003928065,0.0004509464,0.0007653718,0.00189055,0.000268788,0.0005090017,0.0003274379,0.01817699],"category_scores_gemma":[0.0001729523,0.0003497234,0.0003674616,0.001380531,0.002592697,0.0005650809,0.0001376775,0.001287961,0.0008174849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005364082,"about_ca_system_score_gemma":0.0001263631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005868977,"about_ca_topic_score_gemma":0.004944393,"domain_scores_codex":[0.9967178,0.0003900026,0.000521099,0.0007437314,0.0008004492,0.000826936],"domain_scores_gemma":[0.9983599,0.0002023176,0.0001733512,0.0003752742,0.0004532675,0.0004358882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003181599,0.0004731939,0.0007390624,0.0002803088,0.0002541983,0.00008746523,0.3029236,0.00001547085,0.001418493,0.2487957,0.4351108,0.009583576],"study_design_scores_gemma":[0.0007895912,0.001401073,0.0005194446,0.00007056187,0.0000843514,0.00000450297,0.02680288,0.0001324691,0.0001569512,0.007280745,0.9622185,0.0005388935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6696692,0.001991392,0.000147953,0.004659809,0.00231329,0.001133077,0.00005526594,0.0008842193,0.3191459],"genre_scores_gemma":[0.9854005,0.00005743525,0.00003146791,0.008816003,0.002399295,0.0001468069,0.00013761,0.00006763895,0.002943249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5271077,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003306052","doi":"","title":"Outside the Frame of Violence: Unsettling Visual Projects in and after War in Northern Uganda","year":2019,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Frame (networking); Displacement (psychology); Work (physics); Structural violence; Sociology; Political science; Psychology; Engineering; Law; Psychoanalysis","authors":[{"name":"Lara Rosenoff Gauvin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1672418351542149,"gpt":0.5363057329038498,"spread":0.3690638977496349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005274464,0.0001632086,0.0003163179,0.0005541724,0.0001167283,0.00004324408,0.0002987967,0.0001927116,0.00003858902],"category_scores_gemma":[0.000829003,0.0001256366,0.00009627067,0.001970037,0.0009066852,0.0002454562,0.0001250401,0.0005425604,0.00001746022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005149944,"about_ca_system_score_gemma":0.0002739949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004319747,"about_ca_topic_score_gemma":0.02444044,"domain_scores_codex":[0.9961937,0.001576639,0.0004004083,0.0003684988,0.0007840295,0.0006767003],"domain_scores_gemma":[0.9984506,0.0009933399,0.0001084713,0.0001985408,0.0001073459,0.000141743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341389,0.0001521405,0.9462172,0.00004834747,0.00001238435,0.000007781158,0.04273346,0.00001236767,0.001422778,0.0001082656,0.000003085099,0.009148084],"study_design_scores_gemma":[0.0008695788,0.000439012,0.9513533,0.0006411056,0.0000100094,3.510317e-7,0.04060091,0.001028522,0.001929924,0.001985539,0.0008126427,0.0003291591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975016,0.0008891756,0.00002409285,0.0001756393,0.0001768122,0.0007443411,0.00000451153,0.00002820331,0.0004556262],"genre_scores_gemma":[0.9992081,0.0003156279,0.0001478189,0.0001279838,0.00006556582,0.0001012186,9.039786e-7,0.00001784554,0.00001493808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02012069,"threshold_uncertainty_score":0.993361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1739674268","doi":"","title":"Amour et mondialisation, ou les affects de la modernité","year":2015,"lang":"fr","type":"article","venue":"Visual Ethnography","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art; Political science","authors":[{"name":"Suzanne Beth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08852025134492829,"gpt":0.3235435524122811,"spread":0.2350233010673528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004775995,0.0002915147,0.0002783747,0.0001357382,0.0007031046,0.000271072,0.0001509797,0.00020812,0.0003062335],"category_scores_gemma":[0.000110655,0.0002402045,0.0002579055,0.0001838725,0.001183852,0.0002876408,0.00006320301,0.0003871089,0.0001039476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009183554,"about_ca_system_score_gemma":0.00005600068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006777117,"about_ca_topic_score_gemma":0.001519777,"domain_scores_codex":[0.9983284,0.0004427588,0.0002112751,0.0002644993,0.0003387601,0.000414254],"domain_scores_gemma":[0.9991241,0.0002008835,0.0001059194,0.0001107558,0.0002003769,0.0002580136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004313574,0.0006201107,0.002574059,0.0001448547,0.0002282194,0.00002470134,0.09675188,0.0001025418,0.00005413759,0.4609579,0.4189037,0.01959482],"study_design_scores_gemma":[0.0004523498,0.0004087089,0.001968057,0.00008042922,0.0001040413,0.000003772384,0.007600219,0.0001961391,0.00005060532,0.01369483,0.9750816,0.0003592193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3367024,0.3441098,0.0004126678,0.01150754,0.004851833,0.0004195088,0.0001608953,0.0004296793,0.3014056],"genre_scores_gemma":[0.9451301,0.002544568,0.0001557065,0.0006499829,0.001583918,0.00005511178,0.00003271631,0.00003558156,0.04981233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6084276,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884814481","doi":"10.12835/ve2018.1-0109","title":"Review of 'Sacred Mountains. Abrahamic Religions and Musical Practices in the Mediterranean Area', a video by Nicola Scaldaferri","year":2018,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Musical; Mediterranean climate; Geography; Ancient history; Art; History; Visual arts; Archaeology","authors":[{"name":"Diego Pani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07147925488581176,"gpt":0.3350216413237375,"spread":0.2635423864379258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009976957,0.000178707,0.0003132099,0.0002776909,0.0003751673,0.00002433043,0.0002998719,0.00008960451,0.0006581598],"category_scores_gemma":[0.0002426165,0.0001250449,0.0001250398,0.0002120569,0.004103602,0.0002462373,0.00006677156,0.0003750782,0.00002438805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208584,"about_ca_system_score_gemma":0.00003918793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003420151,"about_ca_topic_score_gemma":0.002096866,"domain_scores_codex":[0.9984247,0.0003004366,0.0004149727,0.0002940702,0.0002889597,0.0002768342],"domain_scores_gemma":[0.9988099,0.0003894056,0.0003561501,0.0002604247,0.0001110837,0.00007305774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001913382,0.0005751325,0.0008948017,0.001690952,0.00009656687,0.00001420397,0.2891221,2.950216e-8,0.0003392629,0.01321997,0.6882235,0.005632186],"study_design_scores_gemma":[0.0004213177,0.0006447186,0.001119542,0.00143912,0.00008784334,0.00000924801,0.005580053,0.00005852407,0.00001343661,0.0008300283,0.9896026,0.0001935904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.86172,0.1016145,0.00004757791,0.005990983,0.001473099,0.001084477,0.0001015933,0.0001098341,0.02785788],"genre_scores_gemma":[0.9743768,0.01369969,0.00003430328,0.01113774,0.0004842505,0.00005669228,0.00005288222,0.00001612609,0.0001414855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3013791,"threshold_uncertainty_score":0.9986067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049449516","doi":"","title":"Queer Antiracist Vigilance: Pinkwatching ‘Queer Investments’ in State Racist Violence","year":2020,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Queer; Racism; Racialization; Gender studies; Sociology; Pride; Politics; Transphobia; Citizenship; Lesbian; Transgender; Heterosexism; Islamophobia; Criminology; Political science; Race (biology); Law","authors":[{"name":"Amar Wahab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05768572481228584,"gpt":0.3989371906941597,"spread":0.3412514658818739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004573644,0.0003536629,0.0004405312,0.0004864125,0.0002207334,0.0001052379,0.000452542,0.0002320478,0.0002607023],"category_scores_gemma":[0.00009297542,0.0003629307,0.000204737,0.001664072,0.0002913723,0.0003028487,0.0001168176,0.0008524723,0.0008616989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004542515,"about_ca_system_score_gemma":0.00008765308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006494417,"about_ca_topic_score_gemma":0.0003816867,"domain_scores_codex":[0.9969242,0.0003826779,0.0006751189,0.0007384793,0.0004104238,0.0008690637],"domain_scores_gemma":[0.9987311,0.0001485137,0.0002128491,0.0003929375,0.0000738528,0.0004407256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002825279,0.0004031353,0.9473072,0.0007315796,0.0001003652,0.0001693088,0.01600593,0.00001904286,0.0004656061,0.002451937,0.01580042,0.01626297],"study_design_scores_gemma":[0.002864863,0.0006342426,0.9589157,0.000202513,0.00005867884,0.00001242996,0.0008080525,0.0002438121,0.0001500325,0.007270676,0.02785535,0.0009836414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826949,0.002724601,0.0003896496,0.003489785,0.00117569,0.0004892364,0.00005448906,0.0002530492,0.008728592],"genre_scores_gemma":[0.982387,0.001353819,0.0002075056,0.01505562,0.000447324,0.00006813727,0.00002827291,0.00006501254,0.0003873135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527933,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915437935","doi":"","title":"People in Transit: Expanding the Spatial and Temporal Frames of the American Anthropological Association Annual Meetings","year":2018,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Narrative; Ephemeral key; White (mutation); Event (particle physics); Visual arts; History; Association (psychology); Media studies; Politics; Sociology; Art; Political science; Psychology; Computer science; Law; Literature","authors":[{"name":"Justin Raycraft","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02093902609738553,"gpt":0.3731396629817107,"spread":0.3522006368843252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009276853,0.0001019977,0.0001949305,0.0002043658,0.0009435725,0.00006141731,0.0002513311,0.00009624269,0.00007662221],"category_scores_gemma":[0.0004657655,0.00006584307,0.0001509055,0.001459555,0.003012483,0.000168759,0.00006070277,0.000298491,0.000001872005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002795381,"about_ca_system_score_gemma":0.00003031784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06355722,"about_ca_topic_score_gemma":0.3018439,"domain_scores_codex":[0.9983821,0.0004470282,0.0002356457,0.0001896689,0.0004501376,0.0002954055],"domain_scores_gemma":[0.9989073,0.0004887825,0.000293038,0.0001019861,0.0001637897,0.00004512673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003901709,0.000100505,0.9236078,0.000002717807,0.00002729759,2.470574e-7,0.07392151,4.84607e-7,0.0003939218,0.0005407731,0.0005738831,0.0007918697],"study_design_scores_gemma":[0.0001238891,0.000330615,0.8332108,0.00001847604,0.00002044367,2.861083e-7,0.1637176,0.00001908381,0.0002893549,0.0005740554,0.0016029,0.00009254938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932581,0.00007376749,0.00001270601,0.004977717,0.00032331,0.000197738,0.00001288625,0.00003596381,0.001107772],"genre_scores_gemma":[0.9994376,0.0000841964,0.00006468852,0.0001917025,0.0001825507,0.00001162714,9.133793e-7,0.000005667292,0.00002106324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382866,"threshold_uncertainty_score":0.9997007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193987282","doi":"","title":"Making Depression Visible: A Decade of Self Portraits","year":2021,"lang":"en","type":"article","venue":"Visual Ethnography","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Portrait; Autoethnography; Embodied cognition; Feeling; Depression (economics); Memoir; Psychology; Sociocultural evolution; Sadness; Aesthetics; Sociology; Psychoanalysis; Social psychology; Visual arts; Gender studies; Art; Epistemology; Art history; Anthropology","authors":[{"name":"Jason Yuk-Fai Lau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4339294925333159,"gpt":0.6208789011610165,"spread":0.1869494086277007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003220581,0.0001423271,0.0002844601,0.0003664638,0.0004409762,0.00007083884,0.0003213825,0.0002147263,0.0003422884],"category_scores_gemma":[0.002125997,0.0001449235,0.0002209789,0.002876885,0.0004588241,0.0002725776,0.0001610967,0.0003208704,0.00001529485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003885386,"about_ca_system_score_gemma":0.0006897307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001610706,"about_ca_topic_score_gemma":0.0002495052,"domain_scores_codex":[0.9956693,0.001714404,0.000373987,0.0003838044,0.001188679,0.0006698103],"domain_scores_gemma":[0.9981813,0.0006628044,0.0001545676,0.0002575183,0.0004410583,0.0003027595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001846682,0.002505672,0.4900395,0.0003883726,0.0005356248,0.0003100277,0.08291434,0.00002819313,0.1799435,0.03705344,0.002418311,0.2036783],"study_design_scores_gemma":[0.001738194,0.0005090435,0.4041942,0.0009147842,0.0002564672,0.000009454765,0.02375014,0.0009092802,0.3451855,0.009521094,0.2117415,0.001270353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665599,0.001986644,0.002252146,0.0001836683,0.0003381853,0.000237856,0.000007748191,0.0002191231,0.02821474],"genre_scores_gemma":[0.9896008,0.000170087,0.009781264,0.0001500157,0.0001330312,0.00002764084,0.000002517844,0.00002117869,0.0001134402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093232,"threshold_uncertainty_score":0.5909809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}