{"meta":{"query_hash":"9204e5713da7","filters":{"topic":"Zygmunt Bauman's Sociology"},"cohort_total":25,"direct_labels_cover":0,"predictions_cover":25,"exported":25,"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/9204e5713da7","api":"https://metacan.xera.ac/api/v1/cohort?topic=Zygmunt+Bauman%27s+Sociology"},"results":[{"id":"W1475190739","doi":"10.1177/0268580915598113a","title":"Review: Shaun Best, <i>Zygmunt Bauman: Why Good People do Bad Things</i>","year":2015,"lang":"en","type":"article","venue":"International Sociology","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":0,"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","funders":"","keywords":"Sociology; Philosophy; Psychoanalysis; Epistemology; Psychology","score_opus":0.05010735964430681,"score_gpt":0.3680017254316837,"score_spread":0.3178943657873769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1475190739","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09530189,0.051346134,0.0008056461,0.23518477,0.012961093,0.0012723604,0.00009233038,0.0005891541,0.6024466],"genre_scores_gemma":[0.8860241,0.017149903,0.0015134725,0.079812326,0.0044118455,0.00028060097,0.0002503152,0.00007756496,0.010479883],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674547,0.000938748,0.0005335797,0.0005395791,0.0006059605,0.0006366474],"domain_scores_gemma":[0.9978024,0.00061354245,0.00032612678,0.00032046088,0.0006672451,0.00027023483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024196317,0.00024662106,0.00049173937,0.00010806152,0.00040427176,0.000054561628,0.0013417415,0.000494734,0.0020974607],"category_scores_gemma":[0.0020702167,0.00024644186,0.00022556643,0.00016478641,0.0011417314,0.00046669197,0.0003107358,0.0005645512,0.0016151445],"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":[0.000034663775,0.00022652913,0.027230183,0.00003480066,0.00020754778,0.000022335626,0.047616754,0.00001811553,0.00005251849,0.41426158,0.50838095,0.0019140377],"study_design_scores_gemma":[0.00050897786,0.000102903345,0.0009142177,0.0001020332,0.000036839458,0.0000149573925,0.004652555,0.00002560188,0.0000045046036,0.041929886,0.951426,0.0002814649],"about_ca_topic_score_codex":0.0052999747,"about_ca_topic_score_gemma":0.0018353052,"teacher_disagreement_score":0.7907222,"about_ca_system_score_codex":0.00070233876,"about_ca_system_score_gemma":0.0004359032,"threshold_uncertainty_score":0.9999988},"labels":[],"label_agreement":null},{"id":"W1513622843","doi":"10.1023/a:1008992716262","title":"Organizational Ethics Canadian Style","year":2000,"lang":"en","type":"article","venue":"HEC Forum","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medical law; Philosophy of medicine; Style (visual arts); Political science; Engineering ethics; Sociology; Medicine; Law; Geography; Engineering; Alternative medicine","score_opus":0.030495035739644814,"score_gpt":0.31414937805814763,"score_spread":0.28365434231850284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513622843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14640678,0.00011240482,0.00001601186,0.12445896,0.0004903742,0.00018203218,0.00003058668,0.0001341991,0.72816867],"genre_scores_gemma":[0.9715657,0.000060805007,0.00019087813,0.0059931786,0.00022168331,0.0000038923167,0.00002274709,0.000011614698,0.021929491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989908,0.00015814383,0.00008804336,0.00012653093,0.00019993675,0.00043655926],"domain_scores_gemma":[0.9994805,0.00012055548,0.000017128214,0.000102823076,0.00008375544,0.00019522403],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040133306,0.000054667675,0.00006877663,0.00004126022,0.0010145738,0.00003063968,0.00019738286,0.00025393945,0.021915423],"category_scores_gemma":[0.00030773177,0.000060464787,0.000023539555,0.00021442394,0.00028198,0.000082567116,0.000010956604,0.0002398443,0.001847714],"study_design_candidate":"not_applicable","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":[0.000002799717,0.000019092122,0.041631,0.0000026766993,0.000013308821,0.000009975312,0.040180627,0.000018347093,0.0000092747005,0.86266476,0.053353943,0.0020942236],"study_design_scores_gemma":[0.000083217536,0.0000121970415,0.0044564647,0.000002824066,0.0000029551143,0.0000012209273,0.0043864176,0.000016074297,0.0000062926274,0.01431281,0.9766188,0.000100729456],"about_ca_topic_score_codex":0.37063095,"about_ca_topic_score_gemma":0.8920609,"teacher_disagreement_score":0.92326486,"about_ca_system_score_codex":0.00023042042,"about_ca_system_score_gemma":0.0013285518,"threshold_uncertainty_score":0.99892944},"labels":[],"label_agreement":null},{"id":"W1904055991","doi":"10.1007/978-94-6209-986-9_14","title":"The Tight Fitting Suit of Multiculturalism","year":2015,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Zygmunt Bauman's Sociology","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":"Nipissing University","funders":"","keywords":"Multiculturalism; Genealogy; Sociology; History; Pedagogy","score_opus":0.08030128705411581,"score_gpt":0.317708472090345,"score_spread":0.23740718503622915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904055991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064247294,0.00070515036,8.23707e-7,0.0017765245,0.001875887,0.00054975395,0.00002333883,0.00015367036,0.99427235],"genre_scores_gemma":[0.017167687,0.000038285678,0.00014567337,0.00020774484,0.001096761,0.000010199672,0.000028046197,0.00006851893,0.98123705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703884,0.00029236663,0.00061698974,0.00044716487,0.0009535466,0.0006510665],"domain_scores_gemma":[0.99645233,0.0009359591,0.000736448,0.0005945728,0.0010347451,0.00024595408],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002195612,0.0003675169,0.000548297,0.000105287065,0.00090916204,0.00031127408,0.0009388122,0.0010212715,0.00027229308],"category_scores_gemma":[0.0010474763,0.000265355,0.00032232437,0.000029438483,0.0028170922,0.00018455414,0.00021636927,0.0008299239,0.00008258207],"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":[0.000018705705,0.000005150652,0.00000991449,0.000019015974,0.00019187301,0.000020840234,0.04418465,0.000001459088,0.000027434311,0.693645,0.25339997,0.008476014],"study_design_scores_gemma":[0.00022685963,0.000032902564,0.000007815591,0.000062204395,0.000066285786,0.0000031881057,0.005423462,0.0000030819758,0.000009862628,0.03042039,0.9634253,0.00031868942],"about_ca_topic_score_codex":0.0020895516,"about_ca_topic_score_gemma":0.0047250213,"teacher_disagreement_score":0.7100253,"about_ca_system_score_codex":0.00037101156,"about_ca_system_score_gemma":0.0006685837,"threshold_uncertainty_score":0.99997985},"labels":[],"label_agreement":null},{"id":"W1964177518","doi":"10.1525/jlin.2007.17.2.301","title":"Book Reviews","year":2007,"lang":"en","type":"article","venue":"Journal of Linguistic Anthropology","topic":"Zygmunt Bauman's Sociology","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":"Trent University","funders":"","keywords":"Intertextuality; Publishing; Sociology; Media studies; Anthropology; Art; Literature","score_opus":0.04683913965281999,"score_gpt":0.4349068404303238,"score_spread":0.3880677007775038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964177518","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039874338,0.3277015,0.06294096,0.033327095,0.048883907,0.0009120208,0.000005105608,0.00014558143,0.48620948],"genre_scores_gemma":[0.9356196,0.02884121,0.0078785345,0.0063507305,0.014875245,0.0000014194885,0.0000011396263,0.000031846997,0.006400307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979038,0.00045129878,0.00082869333,0.000115618386,0.0002341855,0.00046636],"domain_scores_gemma":[0.99766934,0.0007860932,0.00078694633,0.00013256512,0.00043555725,0.00018951556],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048373765,0.00010494521,0.00048108518,0.00016257029,0.00039776828,0.000011739059,0.00036704482,0.00022350898,0.0039881566],"category_scores_gemma":[0.0100154895,0.00008911137,0.00017146426,0.00014927167,0.0024604297,0.000059332757,0.00003296414,0.0004138164,0.00012910992],"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":[0.0002365571,0.00043624127,0.0153972795,0.00005759318,0.00018051814,0.0018425084,0.10337203,0.0000024514263,0.00035104636,0.4140569,0.44779637,0.016270494],"study_design_scores_gemma":[0.0002250202,0.00024048725,0.00062072487,0.000027943895,0.000040939292,0.00008801501,0.0036743437,6.4048675e-7,0.000031596574,0.0061797295,0.988779,0.00009157483],"about_ca_topic_score_codex":0.00045579887,"about_ca_topic_score_gemma":0.00042607042,"teacher_disagreement_score":0.8957452,"about_ca_system_score_codex":0.00018988473,"about_ca_system_score_gemma":0.00030577416,"threshold_uncertainty_score":0.99832356},"labels":[],"label_agreement":null},{"id":"W1977490121","doi":"10.1177/00016993080510010504","title":"Book Review: Keith Tester and Michael Hviid Jacobsen Bauman After Postmodernity: Critical Appraisals, Conversations and Annotated Bibliography 1989—2005","year":2008,"lang":"en","type":"article","venue":"Acta Sociologica","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Postmodernity; Bibliography; Sociology; Philosophy; Library science; Epistemology; Postmodernism; Computer science","score_opus":0.033541875647842175,"score_gpt":0.3254753495863084,"score_spread":0.29193347393846625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977490121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6959554,0.21124646,0.00002739131,0.08448456,0.00028970235,0.0010615793,0.000120482364,0.00037101356,0.0064434237],"genre_scores_gemma":[0.7726247,0.18527843,0.00037782706,0.04088011,0.00020077148,0.00011228888,0.000038151484,0.000021329062,0.0004663958],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968711,0.0010249994,0.00039788755,0.00063488376,0.0002987703,0.00077232084],"domain_scores_gemma":[0.99723786,0.0017864138,0.00013885765,0.00029836217,0.00021200429,0.00032648136],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000868561,0.0003002335,0.0005433035,0.0004978454,0.0012348182,0.000059311955,0.00029040285,0.0006566903,0.0011961933],"category_scores_gemma":[0.0010728287,0.00026078502,0.00014315131,0.00075787527,0.0056054424,0.0005238723,0.00018884195,0.0006381998,0.000049662896],"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":[0.00004884586,0.00017378855,0.22556058,0.00011063253,0.00012910395,0.00007092088,0.014000889,8.6999904e-8,0.0002201419,0.0016563052,0.75789446,0.00013424491],"study_design_scores_gemma":[0.00047818333,0.00021017877,0.34900814,0.000099572295,0.0001276177,0.00004467057,0.0017961691,0.00001171355,0.0000050544063,0.0018340889,0.64585364,0.000530987],"about_ca_topic_score_codex":0.00031658335,"about_ca_topic_score_gemma":0.00008587197,"teacher_disagreement_score":0.12344756,"about_ca_system_score_codex":0.000034821085,"about_ca_system_score_gemma":0.00010460032,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W1999342591","doi":"10.1007/s12134-003-1010-6","title":"Twinning projects between immigrant families and quebecois families: Volunteer work, mutual aid, or intervention?","year":2003,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Immigration; Appropriation; Crystal twinning; Sociology; Intervention (counseling); Work (physics); Gender studies; Adaptation (eye); Indigenous; Political science; Law; Nursing; Psychology; Medicine; Epistemology; Engineering","score_opus":0.030579011687089163,"score_gpt":0.3359734670996844,"score_spread":0.30539445541259524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999342591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84727794,0.00049515365,0.1266583,0.010957002,0.0012375141,0.00058293116,0.000053495107,0.00010153293,0.012636156],"genre_scores_gemma":[0.9735948,0.0046801106,0.01233766,0.001082908,0.0008044842,0.00009703801,0.00016639166,0.000045430428,0.007191206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99474597,0.0019671342,0.0016106102,0.00046739084,0.00082609593,0.00038281843],"domain_scores_gemma":[0.99438107,0.0018778752,0.0013480245,0.00019114577,0.0019432674,0.00025860098],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047065583,0.0004160743,0.0005205901,0.0012074283,0.00041183672,0.0008396677,0.00045537832,0.00042567134,0.0005311837],"category_scores_gemma":[0.0077596433,0.00036882056,0.0002756794,0.000551567,0.00054018095,0.0022723388,0.000051786024,0.00091707025,0.000016376096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009269861,0.00067872764,0.32923833,0.000064461085,0.0006280364,0.00004513939,0.15042251,0.0004331846,0.004424125,0.47793216,0.013029493,0.022176841],"study_design_scores_gemma":[0.006265388,0.0017627102,0.1656498,0.002264308,0.00032664137,0.0009838481,0.15083714,0.00910894,0.0059882286,0.014950948,0.6403053,0.0015567618],"about_ca_topic_score_codex":0.005122575,"about_ca_topic_score_gemma":0.04342687,"teacher_disagreement_score":0.6272758,"about_ca_system_score_codex":0.0010223421,"about_ca_system_score_gemma":0.0007572565,"threshold_uncertainty_score":0.9998764},"labels":[],"label_agreement":null},{"id":"W2065228228","doi":"10.1007/s11217-015-9470-7","title":"Pedagogy for a Liquid Time","year":2015,"lang":"en","type":"article","venue":"Studies in Philosophy and Education","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Modernity; Epistemology; Schema (genetic algorithms); Sociology; Meaning (existential); Norm (philosophy); Philosophy of education; Aesthetics; Philosophy; Higher education; Law; Computer science; Political science","score_opus":0.21673376722871412,"score_gpt":0.49307414192279014,"score_spread":0.276340374694076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065228228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7347681,0.012088523,0.000009373995,0.043790013,0.003152968,0.00069806067,0.0000044853073,0.000058694346,0.2054298],"genre_scores_gemma":[0.9958824,0.00044947414,0.00032140355,0.00044931503,0.0014889669,0.00015885525,0.0000053490107,0.0000051944203,0.0012390782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994322,0.000101411904,0.00010606685,0.00013764958,0.000069557704,0.00015312788],"domain_scores_gemma":[0.99951637,0.00017251227,0.000041056508,0.00006524059,0.00015350887,0.00005129431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056485436,0.000056233515,0.00012087478,0.000055515968,0.00021379076,0.0000069084444,0.00006916869,0.00006302147,0.0000069748185],"category_scores_gemma":[0.00079442264,0.00005587203,0.000017616343,0.00009186184,0.00045859115,0.000103490645,0.000030470084,0.00004776401,0.000019958803],"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":[0.00011256161,0.00015819025,0.001757988,0.000046971432,0.000038132614,4.6537718e-7,0.3989719,0.0000020130935,0.0000112967655,0.56961864,0.025352143,0.0039296937],"study_design_scores_gemma":[0.0003361981,0.00024922777,0.0003403823,0.000030055502,0.000015212251,7.4090343e-7,0.08291156,0.0000035944222,0.000003994033,0.843389,0.07259395,0.00012609869],"about_ca_topic_score_codex":0.00019129802,"about_ca_topic_score_gemma":0.00017646536,"teacher_disagreement_score":0.31606033,"about_ca_system_score_codex":0.00012762766,"about_ca_system_score_gemma":0.0003402151,"threshold_uncertainty_score":0.22783953},"labels":[],"label_agreement":null},{"id":"W2106469815","doi":"10.3138/topia.15.69","title":"The Elite War on Utopia","year":2006,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Elite; Special forces; Utopia; Software deployment; Political science; Politics; Political economy; Sociology; Engineering; Law","score_opus":0.04354542284924753,"score_gpt":0.332680208996416,"score_spread":0.2891347861471685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106469815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86219335,0.019659162,8.0687505e-7,0.04222607,0.0020660895,0.00012753006,0.0000045150073,0.0000142493545,0.07370826],"genre_scores_gemma":[0.97830516,0.002254703,0.000050377643,0.0005086819,0.0017649714,0.0000026694167,5.2817035e-7,0.0000055724195,0.017107325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987793,0.00020305486,0.0002799804,0.000079931,0.00023350645,0.00042422264],"domain_scores_gemma":[0.99890673,0.0002507606,0.00018020587,0.00008046876,0.00040674675,0.00017506875],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000578381,0.000100252146,0.00019977494,0.000046898032,0.001964386,0.00006768538,0.00032799377,0.00006606178,0.0000437099],"category_scores_gemma":[0.0005190717,0.000056764515,0.000116645395,0.00012305452,0.000867611,0.00013618438,0.000011053023,0.00022381119,0.000033078886],"study_design_candidate":"not_applicable","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":[0.000019637904,0.000011386868,0.012155362,0.000006157495,0.00023910482,0.00012502632,0.057457034,0.00007072479,0.00002959231,0.7188739,0.20105734,0.009954673],"study_design_scores_gemma":[0.00013984775,0.000058123533,0.021236096,0.000027175864,0.00001793046,0.0000078512985,0.023006156,2.7718716e-7,0.0000113331735,0.0087783225,0.9466272,0.00008968359],"about_ca_topic_score_codex":0.0711476,"about_ca_topic_score_gemma":0.647176,"teacher_disagreement_score":0.7455698,"about_ca_system_score_codex":0.00043246002,"about_ca_system_score_gemma":0.00037917827,"threshold_uncertainty_score":0.99933493},"labels":[],"label_agreement":null},{"id":"W2506562059","doi":"10.1017/cbo9780511974441.006","title":"Of oil and diamonds","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Zygmunt Bauman's Sociology","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":"University of Ottawa","funders":"","keywords":"Geology","score_opus":0.02507125743271799,"score_gpt":0.2299182150007176,"score_spread":0.20484695756799962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506562059","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028047909,0.00014051671,0.000009255171,0.00007448439,0.00030530852,0.00007991821,0.00011365824,0.000069781025,0.99640226],"genre_scores_gemma":[0.0070285085,0.00039889477,0.0001061929,0.0000309195,0.00016738973,2.891871e-7,0.000011238268,0.00002303881,0.9922335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989646,0.00008015413,0.00013950511,0.00032890638,0.0002330285,0.00025378552],"domain_scores_gemma":[0.9989354,0.00017587333,0.00024158672,0.00031800734,0.00016363287,0.00016547105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022409974,0.00020181661,0.00038080156,0.00012719851,0.00035249806,0.000016560592,0.00045810072,0.00086800527,0.000019359808],"category_scores_gemma":[0.00003798732,0.00025196906,0.00013000585,0.000005752353,0.002449302,0.00006717312,0.00029837916,0.0005832973,0.000004838552],"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":[0.000019012234,0.000004285565,0.000016500391,0.000038891372,0.000054495325,0.000037722188,0.0011769877,3.7217145e-8,0.00011871878,0.9939705,0.0020336248,0.0025292272],"study_design_scores_gemma":[0.00025121562,0.000025694371,0.000039861192,0.00003386247,0.000113667804,0.0000015737716,0.00029408664,9.087812e-7,0.00007638535,0.00007612623,0.99884593,0.00024066138],"about_ca_topic_score_codex":0.0018765331,"about_ca_topic_score_gemma":0.0001964812,"teacher_disagreement_score":0.99681234,"about_ca_system_score_codex":0.00009323765,"about_ca_system_score_gemma":0.00017764888,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W2556275433","doi":"10.29173/cjs28278","title":"Bauman, Zygmunt and Raud, Rein, Practices of Selfhood.","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Epistemology; Psychoanalysis; Philosophy; Psychology","score_opus":0.05747605580249294,"score_gpt":0.3445860774348406,"score_spread":0.28711002163234767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556275433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91114306,0.002494425,0.000020770352,0.07771825,0.00065317866,0.00012227644,0.000009295186,0.0000065015274,0.00783222],"genre_scores_gemma":[0.9972247,0.00059713353,0.00015387907,0.0007534919,0.0005393873,0.0000019991257,3.007913e-7,0.000010760449,0.00071836833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975147,0.0013223313,0.00041454003,0.00012270022,0.00016707747,0.00045864153],"domain_scores_gemma":[0.9962081,0.001658501,0.0012331968,0.00017405507,0.00037593642,0.00035022653],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035166524,0.00010505859,0.00033494973,0.00014020859,0.00070396013,0.000019410183,0.0005783466,0.00029672115,0.00045653054],"category_scores_gemma":[0.0030761603,0.00006181673,0.000093829694,0.00008763364,0.0049239015,0.0002212077,0.000028302367,0.00034933907,0.000020588113],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009840136,0.0000326052,0.22498448,0.000022740147,0.0005045194,0.0001207823,0.19356374,0.000005028556,0.002012912,0.5443727,0.025490593,0.008791528],"study_design_scores_gemma":[0.0022269657,0.001057497,0.17514493,0.00014964849,0.00029094832,0.00035671526,0.060159072,0.0000024341045,0.00020054072,0.26951814,0.49038732,0.00050577056],"about_ca_topic_score_codex":0.039973464,"about_ca_topic_score_gemma":0.26482117,"teacher_disagreement_score":0.46489674,"about_ca_system_score_codex":0.00028590826,"about_ca_system_score_gemma":0.0024317577,"threshold_uncertainty_score":0.99778414},"labels":[],"label_agreement":null},{"id":"W2784920703","doi":"10.3138/cras.2017.031","title":"“Act Two for America”: Narcissism, Money, and the Death of American Literature in Gary Shteyngart's <i>Super Sad True Love Story</i>","year":2018,"lang":"en","type":"article","venue":"Canadian Review of American Studies","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narcissism; Superpower; Currency; Globalization; Nationalism; Political science; Political economy; Sociology; History; Economic history; Law; Psychoanalysis; China; Economics; Psychology","score_opus":0.025352153285162635,"score_gpt":0.3553598665642575,"score_spread":0.33000771327909484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784920703","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3119099,0.5950824,0.00002513627,0.06730686,0.0005008809,0.0034543725,0.00037895932,0.000039113016,0.021302352],"genre_scores_gemma":[0.80150545,0.185532,0.0011102763,0.011152801,0.0002757709,0.000117178526,0.000007978425,0.000029249537,0.00026930586],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971467,0.0010257512,0.0005315447,0.00040696817,0.00025290585,0.0006361279],"domain_scores_gemma":[0.9969131,0.00128415,0.0005877766,0.0004095067,0.0005443449,0.00026115283],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00140271,0.00027189546,0.0015541986,0.00019387108,0.00034065155,0.000017965998,0.0004600962,0.00004509721,0.000027803226],"category_scores_gemma":[0.0020245945,0.00019628652,0.00021951493,0.0009835814,0.014185419,0.00011959135,0.000077628,0.000256933,0.00000671425],"study_design_candidate":"not_applicable","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":[0.00043623892,0.00016038974,0.08845375,0.0043878974,0.001719098,0.00005037526,0.45308757,0.0000030690333,0.00008791338,0.032269668,0.09908674,0.3202573],"study_design_scores_gemma":[0.0014572496,0.0010383973,0.021567704,0.004263238,0.000380394,0.00000804754,0.12339166,0.000012770534,0.000020149057,0.0012484154,0.84590787,0.00070408237],"about_ca_topic_score_codex":0.18419047,"about_ca_topic_score_gemma":0.20705636,"teacher_disagreement_score":0.74682117,"about_ca_system_score_codex":0.00028963434,"about_ca_system_score_gemma":0.00063542026,"threshold_uncertainty_score":0.9884974},"labels":[],"label_agreement":null},{"id":"W2918702770","doi":"10.1111/j.1755-618x.2005.tb00789.x","title":"Responsabilité et identité","year":2008,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":23,"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 Ottawa","funders":"","keywords":"Humanities; Socialization; Context (archaeology); Sociology; Psychology; Social psychology; Philosophy","score_opus":0.09852240454492939,"score_gpt":0.33011775591737097,"score_spread":0.23159535137244158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918702770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57974124,0.30889645,0.000013171147,0.08993163,0.0034445303,0.0010704285,0.0006498373,0.000090218025,0.016162483],"genre_scores_gemma":[0.6397835,0.31589496,0.0009265715,0.029024795,0.0010935434,0.0002135432,0.000205098,0.00010910056,0.012748867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9851064,0.00740949,0.0017026663,0.0012668367,0.00019605103,0.004318566],"domain_scores_gemma":[0.9909599,0.0032088712,0.0009727536,0.0012918536,0.0008719931,0.0026946373],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.010236359,0.00080471166,0.0023359754,0.00040675583,0.0014686645,0.000013376463,0.0021199852,0.0026217385,0.0037244628],"category_scores_gemma":[0.012991796,0.0009606041,0.0011477027,0.0009262437,0.020224277,0.0003791041,0.00018510468,0.0021482531,0.000664294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000022201342,0.00012279282,0.11754203,0.0072372574,0.0005932265,0.0014086165,0.12434838,0.000021279882,0.00007156801,0.59493124,0.1495345,0.0041668774],"study_design_scores_gemma":[0.00074677676,0.000610387,0.14009926,0.006603852,0.0005568279,0.0006508599,0.035053853,0.000017809007,0.0000052729133,0.052595224,0.76135075,0.0017091158],"about_ca_topic_score_codex":0.35716802,"about_ca_topic_score_gemma":0.7360162,"teacher_disagreement_score":0.6118163,"about_ca_system_score_codex":0.0094242245,"about_ca_system_score_gemma":0.015270465,"threshold_uncertainty_score":0.99983126},"labels":[],"label_agreement":null},{"id":"W312046362","doi":"","title":"Beyond Remediation: Ideological Literacies of Learning in Developmental Classrooms.","year":2002,"lang":"en","type":"article","venue":"Journal of Adolescent & Adult Literacy","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Ideology; Pedagogy; Literacy; Psychology; Mathematics education; Environmental remediation; Literacy education; Teaching method; Sociology; Political science","score_opus":0.03057216175503038,"score_gpt":0.30023252824440305,"score_spread":0.2696603664893727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W312046362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98857045,0.0012051829,0.00008919326,0.0035118083,0.00057644607,0.00013972424,0.0000017674072,0.000020926964,0.005884475],"genre_scores_gemma":[0.99433833,0.0008622011,0.003000068,0.00048126894,0.0005656108,0.0000017333779,0.0000024494852,0.000010567012,0.00073777005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708253,0.0006415746,0.0010831173,0.00017117923,0.0006324537,0.0003891568],"domain_scores_gemma":[0.9979085,0.00035099275,0.00085239974,0.00008188208,0.00065864675,0.00014757937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010586791,0.00015274867,0.00042232484,0.0003156526,0.00017381589,0.00006308208,0.00037777974,0.00019571351,0.00086974667],"category_scores_gemma":[0.0017748773,0.00013576925,0.00016499421,0.00042842078,0.00033307454,0.0008438284,0.00006596661,0.00079098245,0.00003199866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103552964,0.00055767194,0.8539615,0.000055493343,0.00003311837,0.00012232954,0.10737969,0.00006170642,0.000484944,0.0044900575,0.0012787248,0.03147118],"study_design_scores_gemma":[0.004816311,0.0007949791,0.82853025,0.0018459238,0.000065872155,0.00020704024,0.036114685,0.00073204393,0.00035278616,0.0052883257,0.12044563,0.00080614723],"about_ca_topic_score_codex":0.000043068718,"about_ca_topic_score_gemma":0.000083449435,"teacher_disagreement_score":0.11916691,"about_ca_system_score_codex":0.00035205163,"about_ca_system_score_gemma":0.00013148274,"threshold_uncertainty_score":0.95231164},"labels":[],"label_agreement":null},{"id":"W3134891537","doi":"10.4324/9780429342868-12","title":"The drama of medicines","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Zygmunt Bauman's Sociology","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":"Trent University; University of Toronto","funders":"","keywords":"Drama; Traditional medicine; Medicine; Literature; Art","score_opus":0.03837119821031047,"score_gpt":0.3246319968968769,"score_spread":0.2862607986865664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134891537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037401373,0.002507763,0.000007819001,0.009336378,0.00080040505,0.00012520853,0.0000027191745,0.00003317527,0.9871491],"genre_scores_gemma":[0.0030313958,0.0025947778,0.000057560414,0.0003868948,0.0007323967,0.0000030193596,0.0000060246066,0.000014790108,0.9931731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989736,0.00007768059,0.00023693041,0.00016273843,0.00036275355,0.00018626798],"domain_scores_gemma":[0.99843484,0.00086799293,0.00016665307,0.00026538142,0.00021604812,0.000049059032],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063150306,0.00011115018,0.00027197806,0.0000269597,0.0003438823,0.00001620085,0.00038797728,0.0003965945,0.004810295],"category_scores_gemma":[0.00031583753,0.00007091557,0.00012808581,0.000021532456,0.0017973861,0.00002130328,0.000082983126,0.00022767413,0.00008182728],"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":[0.0000011956972,0.0000018522476,0.000018777353,0.000004593936,0.000039599818,0.0000040710192,0.002212595,4.3553275e-8,0.0000028766708,0.97259545,0.02208527,0.0030336825],"study_design_scores_gemma":[0.000043571883,0.00001551737,0.000021903288,0.00003157484,0.00002485029,4.950354e-7,0.0029267499,2.5483337e-7,0.0000037047682,0.08654475,0.9103113,0.000075339995],"about_ca_topic_score_codex":0.0009185565,"about_ca_topic_score_gemma":0.009082123,"teacher_disagreement_score":0.88822603,"about_ca_system_score_codex":0.000051562936,"about_ca_system_score_gemma":0.00035748372,"threshold_uncertainty_score":0.9960995},"labels":[],"label_agreement":null},{"id":"W4312882066","doi":"10.1007/978-3-030-85124-8_1","title":"A Brief History of Qualitative Research","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":0,"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 Toronto; St. Francis Xavier University","funders":"","keywords":"Qualitative research; Perspective (graphical); Value (mathematics); Face (sociological concept); Order (exchange); Face value; History; Epistemology; Sociology; Psychology; Social science; Art; Philosophy; Archaeology; Visual arts; Mathematics; Statistics","score_opus":0.5240618770228359,"score_gpt":0.54170453268485,"score_spread":0.017642655662014062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312882066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030070829,0.0020452035,0.0000038287203,0.0014405947,0.0006660586,0.00033054742,0.000025732483,0.000054908152,0.99540305],"genre_scores_gemma":[0.0017629089,0.0004801831,0.00015503578,0.0001863347,0.00022912808,0.000028755429,0.000019142208,0.000033425422,0.99710506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99579996,0.001858326,0.00033311118,0.00037020794,0.0012624305,0.00037596974],"domain_scores_gemma":[0.99641055,0.002535938,0.0002089499,0.00032610973,0.0004259134,0.000092519025],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0074874135,0.00013590504,0.00039782983,0.0002990703,0.0003050176,0.0000052271134,0.00062334526,0.00042432558,0.0984164],"category_scores_gemma":[0.0006808497,0.0001491576,0.00017078733,0.000048442573,0.004163797,0.00007229114,0.00028838264,0.0010594568,0.00023510658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007649472,0.000008727091,9.847636e-7,0.000010047837,0.000029246963,0.0000049845207,0.19910139,6.067427e-8,0.0000027706365,0.6390041,0.16159497,0.00023503372],"study_design_scores_gemma":[0.000066216446,0.0000932648,0.0000019454517,0.000010619416,0.000007952275,1.7825921e-7,0.026994491,1.4072447e-7,2.8079893e-7,0.16432236,0.80838156,0.000120970995],"about_ca_topic_score_codex":0.026275808,"about_ca_topic_score_gemma":0.006536559,"teacher_disagreement_score":0.64678663,"about_ca_system_score_codex":0.003635817,"about_ca_system_score_gemma":0.0026628496,"threshold_uncertainty_score":0.9985463},"labels":[],"label_agreement":null},{"id":"W4312984473","doi":"10.1007/978-3-030-85124-8_5","title":"Phenomenological Inquiry","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":4,"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 Toronto; St. Francis Xavier University","funders":"","keywords":"Metaphor; Movement (music); Epistemology; Cognitive science; Computer science; Psychology; Aesthetics; Philosophy; Linguistics","score_opus":0.16217260494533453,"score_gpt":0.3557552371471111,"score_spread":0.19358263220177657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312984473","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007559651,0.0004626696,0.000011212641,0.0023801473,0.0013760746,0.00024951965,0.000009182661,0.00030129717,0.9951343],"genre_scores_gemma":[0.0035105555,0.0007361346,0.00017410747,0.0013000935,0.0013386055,0.00002521786,0.00003739421,0.000033332333,0.9928446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839014,0.00013742383,0.00023328635,0.0004176594,0.00043327312,0.0003882161],"domain_scores_gemma":[0.9991702,0.0002633971,0.00013352853,0.00028012067,0.000043290278,0.000109468456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056577934,0.00020242186,0.00034877376,0.00009524009,0.0006968709,0.000025203011,0.00061784516,0.0006610441,0.25101677],"category_scores_gemma":[0.00008445403,0.00019506141,0.00015993322,0.000027359365,0.0014292572,0.00006591987,0.0003654035,0.00074035465,0.0016969842],"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":[0.0000034362804,0.000008849272,0.000008032164,0.0000019887211,0.00003113419,0.000023337663,0.010098639,5.768373e-7,4.2135528e-7,0.96702474,0.021215728,0.0015830953],"study_design_scores_gemma":[0.000055925473,0.000055489276,0.000006591908,0.0000019781612,0.000013857444,8.5763554e-7,0.003171195,1.4270532e-7,3.9028752e-8,0.199148,0.79734737,0.00019856985],"about_ca_topic_score_codex":0.00042706056,"about_ca_topic_score_gemma":0.00045299926,"teacher_disagreement_score":0.77613163,"about_ca_system_score_codex":0.00046699902,"about_ca_system_score_gemma":0.00025231836,"threshold_uncertainty_score":0.9990803},"labels":[],"label_agreement":null},{"id":"W4313446028","doi":"10.1007/978-3-031-12692-5_2","title":"The Ethics of Medical Research","year":2023,"lang":"en","type":"book-chapter","venue":"Philosophy and medicine","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":5,"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 Toronto","funders":"","keywords":"Medical research; Research ethics; Order (exchange); Medical ethics; Public relations; Psychology; Engineering ethics; Political science; Epistemology; Medicine; Law; Business; Engineering","score_opus":0.47299726631488215,"score_gpt":0.5221251925617606,"score_spread":0.04912792624687845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313446028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009980449,0.004214063,0.0000013646988,0.3360664,0.00066413847,0.0001722428,0.0000046779164,0.00003088706,0.65883625],"genre_scores_gemma":[0.053426955,0.22095983,0.000010506925,0.0020463995,0.0140839685,0.00002941618,0.00002823795,0.000083537634,0.70933115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99543333,0.00057243125,0.00037174148,0.00027551278,0.002989225,0.00035773037],"domain_scores_gemma":[0.9890759,0.00983943,0.00014108696,0.00029477724,0.0004016008,0.0002472199],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017806552,0.00013924776,0.00040380534,0.00015565364,0.001200916,0.000008187428,0.0006710344,0.0012796138,0.0004977336],"category_scores_gemma":[0.008377686,0.00008830504,0.000058969676,0.00009582077,0.013364451,0.000021830765,0.00024169136,0.0028757805,0.0000729784],"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":[0.000012399459,0.0000034405077,0.0000052661817,0.000060988135,0.000043672026,0.000022472763,0.014002448,9.530043e-9,6.255615e-7,0.97223437,0.010100991,0.0035132924],"study_design_scores_gemma":[0.000117215546,0.000086843844,0.000008373657,0.00038006276,0.000016010246,9.936696e-7,0.0008546163,6.709744e-7,1.3984233e-7,0.56345075,0.4350389,0.00004541937],"about_ca_topic_score_codex":0.0015252179,"about_ca_topic_score_gemma":0.0017339912,"teacher_disagreement_score":0.4249379,"about_ca_system_score_codex":0.000047314643,"about_ca_system_score_gemma":0.00069385994,"threshold_uncertainty_score":0.99997514},"labels":[],"label_agreement":null},{"id":"W4367679594","doi":"10.1177/13684310231168551","title":"Book Review: Zygmunt Bauman and the Theory of Culture","year":2023,"lang":"en","type":"article","venue":"European Journal of Social Theory","topic":"Zygmunt Bauman's Sociology","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":"","keywords":"Sociology; Epistemology; Psychoanalysis; Philosophy; Psychology","score_opus":0.023343483238829715,"score_gpt":0.30751720710121566,"score_spread":0.28417372386238593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367679594","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020375708,0.46312714,0.00022765534,0.034598723,0.001621484,0.000820114,0.000019367675,0.00014268105,0.47906712],"genre_scores_gemma":[0.64853096,0.25420055,0.00011383756,0.032037746,0.0053222133,0.0000068368868,0.000005778696,0.00012759746,0.05965452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98610216,0.012470896,0.00059421465,0.0001237136,0.00042086307,0.00028815356],"domain_scores_gemma":[0.99774534,0.0010262121,0.00075322296,0.00014032866,0.00024670977,0.00008817476],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.024079677,0.00013312117,0.00044900182,0.00007554262,0.0007399886,0.000029376757,0.0006728469,0.000060549355,0.0007213839],"category_scores_gemma":[0.0018360979,0.00008465434,0.00029674484,0.00029910222,0.002949806,0.00016946388,0.00014448502,0.00049271533,0.000083592495],"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":[0.00019538114,0.000020314565,0.000024688536,0.00006720696,0.000131474,0.000046081204,0.10884779,5.9982955e-7,0.00006160217,0.5664658,0.3168259,0.007313189],"study_design_scores_gemma":[0.0010552325,0.0001004229,0.0018994135,0.0002857158,0.00015061793,0.000012614656,0.029644072,2.809599e-7,0.00000954556,0.06499014,0.90171665,0.00013531013],"about_ca_topic_score_codex":0.000004058502,"about_ca_topic_score_gemma":0.0000019079118,"teacher_disagreement_score":0.62815523,"about_ca_system_score_codex":0.000042613425,"about_ca_system_score_gemma":0.0000988702,"threshold_uncertainty_score":0.9997636},"labels":[],"label_agreement":null},{"id":"W4395031834","doi":"10.7765/9781526168436.00007","title":"4 Praxis, time, seeing","year":2023,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Zygmunt Bauman's Sociology","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":"Praxis; Computer science; Philosophy; Epistemology","score_opus":0.05209709831340176,"score_gpt":0.24649755965770187,"score_spread":0.1944004613443001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395031834","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010896242,0.000046375226,0.000025912695,0.00016438556,0.00048216459,0.00047251058,0.00005100752,0.0006149143,0.99803376],"genre_scores_gemma":[0.0005004209,0.00011832201,0.000109900095,0.00011346429,0.00044600284,0.0000012654666,0.000031670992,0.000077901735,0.9986011],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805045,0.00018430583,0.00019414906,0.0005943205,0.0004365251,0.00054022484],"domain_scores_gemma":[0.9986666,0.00027468655,0.000258077,0.00049097685,0.00012270203,0.00018696891],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040319326,0.0003386854,0.00045185693,0.00020305693,0.0006901113,0.000071173345,0.00087980815,0.00095144316,0.00024419717],"category_scores_gemma":[0.000028249138,0.0004400034,0.0002410984,0.000014712493,0.0008955084,0.00014098188,0.00060370646,0.0006338683,0.00078918453],"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":[0.000029477607,0.000006932744,0.000018256293,0.000056691715,0.00020005286,0.00037571808,0.012558338,0.000002672484,0.00000909314,0.9632509,0.021469947,0.0020219542],"study_design_scores_gemma":[0.00023768641,0.000026754537,0.00003086188,0.00011341184,0.00013071076,0.0000013070938,0.0005199842,0.0000055020573,0.000005765862,0.0027949458,0.99568385,0.00044919766],"about_ca_topic_score_codex":0.0006936503,"about_ca_topic_score_gemma":0.00038100476,"teacher_disagreement_score":0.9742139,"about_ca_system_score_codex":0.0004226233,"about_ca_system_score_gemma":0.00021361322,"threshold_uncertainty_score":0.9999888},"labels":[],"label_agreement":null},{"id":"W4415295950","doi":"10.1177/07255136251335669","title":"Book Review: Zygmunt Bauman and the West: A Sociology of Intellectual Exile, Montreal and Kingston Palmer, J (2023) <i>Zygmunt Bauman and the West: A Sociology of Intellectual Exile, Montreal and Kingston</i> McGill-Queen’s University Press978-0-2280-1769-1 paperback£37.99.","year":2025,"lang":"en","type":"article","venue":"Thesis Eleven","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology of knowledge; Sociology of culture; History of sociology","score_opus":0.011412034611755072,"score_gpt":0.25003261304218327,"score_spread":0.2386205784304282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415295950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77928597,0.17631863,0.00003232534,0.022449106,0.00026566576,0.0030647945,0.00017338374,0.00014070902,0.018269386],"genre_scores_gemma":[0.8127703,0.1787929,0.000059843525,0.003542803,0.00011454926,0.000080386104,0.000016583886,0.000043233293,0.004579378],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99268687,0.004018177,0.0009687773,0.0009973212,0.00039584155,0.0009330423],"domain_scores_gemma":[0.987908,0.010177021,0.0007653487,0.0006829891,0.00026828388,0.0001983704],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0036309557,0.000632839,0.0019354231,0.00017926899,0.0015493219,0.00003526604,0.0009831819,0.0007372435,0.00050734973],"category_scores_gemma":[0.0023513103,0.000456869,0.00030513605,0.0003401398,0.02197811,0.00023976828,0.0011170425,0.00091213884,0.000008327425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0078064976,0.00060598407,0.007096267,0.0018378018,0.0032143276,0.000050893148,0.59645945,0.000012854152,0.000761792,0.17479609,0.17526232,0.03209573],"study_design_scores_gemma":[0.028474562,0.0024761476,0.11157065,0.0029902558,0.0057670544,0.00013121103,0.1413232,0.0007764851,0.00055490853,0.064501114,0.6383519,0.0030824728],"about_ca_topic_score_codex":0.028973963,"about_ca_topic_score_gemma":0.004354456,"teacher_disagreement_score":0.46308962,"about_ca_system_score_codex":0.00021408926,"about_ca_system_score_gemma":0.0002840182,"threshold_uncertainty_score":0.9997883},"labels":[],"label_agreement":null},{"id":"W4415608215","doi":"10.1386/hosp_00098_1","title":"‘Fast hospitality’ and technology: Contemporaneous connections between ‘liquid’ and ‘solid’ in modern times","year":2025,"lang":"en","type":"article","venue":"Hospitality & Society","topic":"Zygmunt Bauman's Sociology","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":"Niagara College","funders":"","keywords":"Pace; Function (biology); Profitability index; Set (abstract data type); Competition (biology); Modernity; Focus (optics)","score_opus":0.012980779646160949,"score_gpt":0.3149881225374391,"score_spread":0.3020073428912781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415608215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676888,0.002085038,0.00022408755,0.019286528,0.00019918696,0.00063292607,0.00004867535,0.00030296386,0.009531778],"genre_scores_gemma":[0.99750316,0.00063417444,0.00027223278,0.00038458736,0.00009215239,0.000067413224,0.000015472559,0.000016386795,0.0010144139],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9978451,0.00027052293,0.00044294744,0.0006341514,0.00022018855,0.0005870931],"domain_scores_gemma":[0.9987374,0.0004884378,0.00013576125,0.0003380021,0.0001744664,0.00012593495],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012166281,0.00024565856,0.0005532292,0.000103401784,0.0008492122,0.00008695488,0.00030149063,0.0007239963,0.000018877381],"category_scores_gemma":[0.00054859335,0.0002719638,0.00012846802,0.00069573714,0.0028974891,0.0002460076,0.00027439572,0.0005161541,0.000004062104],"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":[0.000016171733,0.00017805114,0.8038815,0.000086045824,0.00028934717,0.000009657609,0.06258633,0.0000043750365,0.00014556928,0.12492398,0.002482062,0.0053968593],"study_design_scores_gemma":[0.0027880482,0.00058526476,0.30429733,0.0002924593,0.00024876263,0.000005504897,0.40684795,0.00037282915,0.0002563192,0.27524853,0.0077190106,0.0013379985],"about_ca_topic_score_codex":0.003796863,"about_ca_topic_score_gemma":0.0017946208,"teacher_disagreement_score":0.49958423,"about_ca_system_score_codex":0.0002954949,"about_ca_system_score_gemma":0.00028203597,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W6920665552","doi":"10.60770/8bt8-fy78","title":"Love, across borders: a collection of creative non-fiction by immigrant seniors and Mount Royal University students","year":2025,"lang":"en","type":"article","venue":"MRU-Repo","topic":"Zygmunt Bauman's Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Immigration; Mount; Data collection; Qualitative research","score_opus":0.00645452581426908,"score_gpt":0.319188537700512,"score_spread":0.3127340118862429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920665552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799144,0.00007262049,0.00041934647,0.00061807816,0.0002662521,0.00030616176,0.000026286569,0.000032659114,0.01834414],"genre_scores_gemma":[0.97242343,0.00010351567,0.000050671326,0.000037039877,0.000023596003,0.0000021603316,0.0000061787055,0.000004368802,0.02734903],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988815,0.00023913516,0.00015655167,0.00025726977,0.00023092817,0.0002345698],"domain_scores_gemma":[0.9994503,0.000118974334,0.00012978885,0.00011014654,0.00014165066,0.000049119513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047615235,0.00009626771,0.00019777872,0.0000673195,0.00053369056,0.00003291365,0.00016191341,0.00017331664,0.00005413554],"category_scores_gemma":[0.00011190203,0.000106168955,0.00005320454,0.00040308354,0.0005118799,0.00011369133,0.00009630686,0.00012522885,0.000006576974],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006286321,0.00072300754,0.57240593,0.00007020111,0.0005617316,0.000021975455,0.3717357,0.00013430405,0.003741087,0.0029474203,0.045761015,0.0012689659],"study_design_scores_gemma":[0.0032387616,0.00030413026,0.36357856,0.000084405,0.00015831887,0.000001345084,0.50972563,0.00041876198,0.0015297867,0.0004945728,0.120074034,0.00039166628],"about_ca_topic_score_codex":0.0760345,"about_ca_topic_score_gemma":0.013037317,"teacher_disagreement_score":0.20882739,"about_ca_system_score_codex":0.0005008791,"about_ca_system_score_gemma":0.00013802036,"threshold_uncertainty_score":0.93011826},"labels":[],"label_agreement":null},{"id":"W7096176793","doi":"","title":"Canadian Journal of Communication Vol 39 (2014) ©2014 Canadian Journal of Communication Corporation Reviews","year":2016,"lang":"en","type":"article","venue":"","topic":"Zygmunt Bauman's Sociology","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":"Corporation; Metaphor; Product (mathematics); Modernity; Social media; Social communication","score_opus":0.06084545539286086,"score_gpt":0.3248345015606191,"score_spread":0.26398904616775826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096176793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47216088,0.06138435,0.011958425,0.18425323,0.00698014,0.0031513895,0.00010358401,0.00007440911,0.2599336],"genre_scores_gemma":[0.98904353,0.0062717153,0.002427306,0.00039168523,0.0002333978,0.0000036318434,0.000008510346,0.000011839687,0.0016083721],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962958,0.0021096512,0.00091460807,0.00008947587,0.00023905633,0.00035136938],"domain_scores_gemma":[0.99524367,0.00039346953,0.0014761549,0.0005916369,0.0016640647,0.0006310141],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0064107096,0.00011356805,0.0003520831,0.00035852275,0.0009307059,0.00009995864,0.0013041169,0.0002401529,0.0022338617],"category_scores_gemma":[0.0023601614,0.000083850675,0.00012665217,0.00019497392,0.00081555796,0.0007508278,0.000022643066,0.00031842644,0.00014549425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016407716,0.000041678908,0.15104617,0.00001349727,0.00008140226,0.000006109446,0.03318406,0.00001393195,0.00054884667,0.1662395,0.61955327,0.029255154],"study_design_scores_gemma":[0.0005169072,0.00011823415,0.024435382,0.00022852217,0.000056428766,0.0000245361,0.004027834,0.000009793756,0.00006399664,0.0154859545,0.95483106,0.00020131894],"about_ca_topic_score_codex":0.8099572,"about_ca_topic_score_gemma":0.9925754,"teacher_disagreement_score":0.51688266,"about_ca_system_score_codex":0.0012160887,"about_ca_system_score_gemma":0.006436385,"threshold_uncertainty_score":0.9991962},"labels":[],"label_agreement":null},{"id":"W7132976331","doi":"","title":"&apos;This Place Should (Not) Exist&apos;: An Ethnography of Shelter Workers and the In-Between","year":2015,"lang":"","type":"dissertation","venue":"TSpace","topic":"Zygmunt Bauman's Sociology","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":"Liminality; Ethnography; Gateway (web page); Order (exchange); Participant observation","score_opus":0.18457325738290242,"score_gpt":0.4927073374011697,"score_spread":0.30813408001826725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132976331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93349504,0.0030014643,0.0000047061376,0.0036124885,0.0010845595,0.001514863,0.000022850425,0.00006599399,0.057198025],"genre_scores_gemma":[0.9845679,0.0009323384,0.00022162308,0.0002877183,0.00055221026,0.00010687273,0.00018055788,0.00009315496,0.013057666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99155384,0.0035705604,0.0011519901,0.0011703761,0.0014066302,0.0011466034],"domain_scores_gemma":[0.99442095,0.0024069592,0.0012612226,0.00093972747,0.0005265516,0.0004445762],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006824872,0.00081321324,0.0017363538,0.0005668202,0.00075084413,0.00015997961,0.0015276893,0.0021812196,0.00043760633],"category_scores_gemma":[0.00081022666,0.0006796927,0.0004187875,0.0015596852,0.005251171,0.00041564275,0.00019063897,0.002046544,0.000047234014],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014100042,0.000111633155,0.040835172,0.0001705992,0.00028326124,0.0000067623296,0.94907796,0.00003012113,0.00010154116,0.0032665173,0.0017855114,0.0029208895],"study_design_scores_gemma":[0.004703965,0.0005699029,0.042461943,0.0005354357,0.0007436124,0.000001781816,0.9296611,0.000078709294,0.00015556654,0.007158334,0.0125688175,0.0013608295],"about_ca_topic_score_codex":0.055162653,"about_ca_topic_score_gemma":0.033477623,"teacher_disagreement_score":0.05107281,"about_ca_system_score_codex":0.00025702512,"about_ca_system_score_gemma":0.0009739113,"threshold_uncertainty_score":0.9995654},"labels":[],"label_agreement":null},{"id":"W7139748780","doi":"","title":"Briefly Noted","year":2022,"lang":"","type":"article","venue":"Open PRAIRIE (South Dakota State University)","topic":"Zygmunt Bauman's Sociology","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":"Racism; Politics; Protestantism; Feminism; Context (archaeology); Identity politics; Spirituality; Globalization","score_opus":0.03975574519643738,"score_gpt":0.2762506595750958,"score_spread":0.23649491437865844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139748780","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24209715,0.00019764154,0.0005352619,0.021781687,0.0035595063,0.0037193743,0.0027584152,0.00030987486,0.7250411],"genre_scores_gemma":[0.681651,0.00011599454,0.0003318628,0.001138369,0.00013228314,0.000007852636,0.00013180113,0.000073581556,0.31641725],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901692,0.0045845327,0.0006124775,0.0016872258,0.001186847,0.0017596777],"domain_scores_gemma":[0.9962875,0.00052887946,0.0009646018,0.0011516938,0.00035073655,0.0007165591],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.0024411753,0.00060799404,0.00091927237,0.0006433617,0.008644376,0.0006043852,0.006868107,0.0003032671,0.02172365],"category_scores_gemma":[0.0002690135,0.00085555785,0.00034848385,0.00383355,0.0023280012,0.0018837852,0.00988254,0.0016685545,0.0011912874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040448597,0.0018173873,0.026127696,0.000094480994,0.0017047664,0.004973261,0.546075,0.0033030482,0.00016982645,0.23935845,0.1622543,0.0100769],"study_design_scores_gemma":[0.0026569373,0.00057161367,0.0020444128,0.000018218809,0.00019754868,0.0000067396068,0.12702073,0.00013206822,0.000007725914,0.0010524956,0.8653628,0.0009286755],"about_ca_topic_score_codex":0.017791511,"about_ca_topic_score_gemma":0.0059168963,"teacher_disagreement_score":0.70310855,"about_ca_system_score_codex":0.0020730032,"about_ca_system_score_gemma":0.00312635,"threshold_uncertainty_score":0.9995864},"labels":[],"label_agreement":null}]}