{"meta":{"query_hash":"2e5f6c116c35","filters":{"venue":"Przegląd Socjologii Jakościowej"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/2e5f6c116c35","api":"https://metacan.xera.ac/api/v1/cohort?venue=Przegl%C4%85d+Socjologii+Jako%C5%9Bciowej"},"results":[{"id":"W2793333366","doi":"10.18778/1733-8069.14.1.02","title":"Dekryminalizacja, praca, intersekcjonalność, uznanie: ramy ruchu pracownic i pracowników, seksualnych w Europie","year":2018,"lang":"pl","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; University of Cambridge; University of Oxford; York University; Princeton University","keywords":"Theology; Physics; Crystallography; Chemistry; Philosophy","score_opus":0.030227611376423914,"score_gpt":0.35311995818175607,"score_spread":0.32289234680533213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793333366","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":[0.56281435,0.029570464,0.0018586636,0.039887737,0.025304811,0.0047868225,0.00011362481,0.0024601354,0.33320338],"genre_scores_gemma":[0.8357933,0.008393282,0.0019953568,0.0034529432,0.0074137603,0.00012373451,0.000106598825,0.00026967048,0.14245133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9851089,0.0035456575,0.002291775,0.002855645,0.0024205002,0.003777526],"domain_scores_gemma":[0.99167234,0.0016567039,0.001962986,0.0016418288,0.0018048178,0.0012613324],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004749151,0.0017103149,0.0018049312,0.0006558285,0.0039704004,0.001098437,0.0029941418,0.002772551,0.015421839],"category_scores_gemma":[0.0041204942,0.0015642333,0.0009406009,0.0032647378,0.0070733083,0.0014693858,0.001306096,0.0028887435,0.027094757],"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":[0.0013249707,0.0034485054,0.012835109,0.0004201366,0.0027116358,0.00104764,0.45226648,0.00003584502,0.0013215857,0.011200979,0.46218938,0.051197723],"study_design_scores_gemma":[0.0020766135,0.0022703705,0.0024731145,0.00077165075,0.0010027718,0.00014574408,0.05834386,0.0010901983,0.00099051,0.003288501,0.92506945,0.0024771837],"about_ca_topic_score_codex":0.001500791,"about_ca_topic_score_gemma":0.0004994263,"teacher_disagreement_score":0.4628801,"about_ca_system_score_codex":0.00082009076,"about_ca_system_score_gemma":0.0017080066,"threshold_uncertainty_score":0.99993855},"labels":[],"label_agreement":null},{"id":"W2979350602","doi":"10.18778/1733-8069.15.2.11","title":"Badania wśród uchodźców i przymusowych migrantów – rozważania metodologiczne i etyczne","year":2019,"lang":"pl","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Medical Association","keywords":"Theology; Physics; Philosophy","score_opus":0.05644366367445729,"score_gpt":0.40485857830307664,"score_spread":0.34841491462861934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979350602","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":[0.7639448,0.025342094,0.00050617417,0.034076013,0.02229937,0.009379553,0.0007095445,0.0018260576,0.1419164],"genre_scores_gemma":[0.836815,0.0072995313,0.003918065,0.008013884,0.0024481206,0.00053238624,0.00021194691,0.0003697256,0.1403913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98218745,0.004663295,0.0033100464,0.0032669234,0.0016914523,0.0048808283],"domain_scores_gemma":[0.9878484,0.005140734,0.001887654,0.0031220422,0.0010086029,0.0009925816],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004953494,0.0022227096,0.003738143,0.00068590185,0.0031448717,0.00018311548,0.002474751,0.0033774576,0.016302062],"category_scores_gemma":[0.00242437,0.0019056778,0.0012218963,0.0013780991,0.0009428185,0.00075264747,0.0022026019,0.005201889,0.045846824],"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":[0.0018950799,0.0026845085,0.41665423,0.0043665674,0.003252291,0.0004923383,0.044659954,0.00009711021,0.007315653,0.023991507,0.48495153,0.009639251],"study_design_scores_gemma":[0.009994064,0.0034096076,0.29867727,0.002003944,0.0013389569,0.00009161325,0.029720312,0.0006070265,0.0006494588,0.0073576523,0.6415689,0.004581208],"about_ca_topic_score_codex":0.0017703737,"about_ca_topic_score_gemma":0.0016182883,"teacher_disagreement_score":0.15661736,"about_ca_system_score_codex":0.00089913036,"about_ca_system_score_gemma":0.0011236792,"threshold_uncertainty_score":0.9990513},"labels":[],"label_agreement":null},{"id":"W3034882972","doi":"10.18778/1733-8069.16.2.03","title":"Following the Footprints of Edward S. Curtis: A Tale of the Vanishing Race","year":2020,"lang":"en","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","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":"Context (archaeology); Narrative; Indigenous; Photography; Visual arts; History; Subject (documents); Presentation (obstetrics); Art history; Ambiguity; Art; Literature; Library science; Archaeology","score_opus":0.0411766905838654,"score_gpt":0.2551512308069679,"score_spread":0.21397454022310247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034882972","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":[0.86548805,0.0015021305,0.00018838061,0.014574193,0.0015964572,0.00079495955,0.000064624975,0.0001672804,0.115623936],"genre_scores_gemma":[0.996372,0.000018583176,0.000051190196,0.0014469556,0.0004116886,0.000016974202,0.0000025692345,0.00002073351,0.0016593038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857384,0.00021667723,0.00040039324,0.00022782043,0.00031771892,0.0002635639],"domain_scores_gemma":[0.9989836,0.00023647124,0.000279268,0.0003325935,0.00011435458,0.00005367776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004144303,0.0001810983,0.0003448546,0.00001745964,0.00046705615,0.00006690567,0.000747156,0.00006857076,0.0004912698],"category_scores_gemma":[0.0005601609,0.0000957043,0.00036476852,0.00010433792,0.00052881404,0.00017520646,0.00033327466,0.00030694835,0.00004169745],"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":[0.00009796246,0.00020726619,0.0032702524,0.00019003291,0.00042606145,0.000009141586,0.36277595,0.00007376622,0.011176278,0.6027094,0.016282458,0.0027814195],"study_design_scores_gemma":[0.0019102244,0.0009161016,0.0029251557,0.0006329014,0.00074902695,0.000010084843,0.20285408,0.0003791467,0.05249374,0.040371906,0.69559854,0.0011590519],"about_ca_topic_score_codex":0.000050397986,"about_ca_topic_score_gemma":0.000087262546,"teacher_disagreement_score":0.6793161,"about_ca_system_score_codex":0.000013247739,"about_ca_system_score_gemma":0.000050017992,"threshold_uncertainty_score":0.53790593},"labels":[],"label_agreement":null},{"id":"W4212781303","doi":"10.18778/1733-8069.9.2.02","title":"Generating, Intensifying, and Redirecting Emotionality: Conceptual and Ethnographic Implications of Aristotle’s “Rhetoric”","year":2013,"lang":"en","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rhetoric; Emotionality; Sociology; Indignation; Context (archaeology); Epistemology; Social psychology; Psychology; Shame; Symbolic interactionism; Politics; Law; Philosophy; Political science","score_opus":0.08535862223655671,"score_gpt":0.34848283273932984,"score_spread":0.2631242105027731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212781303","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":[0.9907343,0.0014922316,0.00064420665,0.0018622127,0.00046230195,0.00042787785,0.0000317577,0.0001316532,0.004213479],"genre_scores_gemma":[0.9939293,0.00009156995,0.0043743826,0.00037413667,0.00012111882,0.00014399,0.00002907793,0.000024110092,0.000912313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983746,0.00018920362,0.00047646003,0.0004904092,0.00012378627,0.00034558153],"domain_scores_gemma":[0.99867547,0.00022502482,0.00025757647,0.000379804,0.0003155851,0.00014653939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003779588,0.00020888653,0.00033004236,0.0001564519,0.00031579743,0.00004130812,0.0001414008,0.0002573835,0.0007710587],"category_scores_gemma":[0.00020637663,0.000192655,0.000079673504,0.00024671774,0.00081455865,0.00013752296,0.00013696105,0.0003330999,0.000031186217],"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":[0.00001944119,0.00050762005,0.7169556,0.000053358403,0.00022308917,0.0000071461777,0.016258735,0.0000061708643,0.029293401,0.14462866,0.0150704775,0.07697628],"study_design_scores_gemma":[0.00088033674,0.0003060086,0.97756547,0.000046235335,0.00012669066,0.0001265016,0.009264061,0.00010594409,0.00028241388,0.008161388,0.0026924508,0.00044247857],"about_ca_topic_score_codex":0.00087740604,"about_ca_topic_score_gemma":0.000071869144,"teacher_disagreement_score":0.26060987,"about_ca_system_score_codex":0.000025742447,"about_ca_system_score_gemma":0.000026224669,"threshold_uncertainty_score":0.8442552},"labels":[],"label_agreement":null},{"id":"W4213067439","doi":"10.18778/1733-8069.3.2.06","title":"Picie jako działanie. Analiza interakcjonistyczna","year":2007,"lang":"pl","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Diverse Academic Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Theology; Philosophy; Political science; Humanities; Physics","score_opus":0.06866940804220252,"score_gpt":0.44152523626036827,"score_spread":0.37285582821816576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213067439","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":[0.24754125,0.012758506,0.0027627577,0.021531302,0.008132314,0.0027581856,0.00016016001,0.0010998709,0.70325565],"genre_scores_gemma":[0.92976475,0.010761339,0.00076769065,0.0023144262,0.0024854846,0.000049545768,0.000035020923,0.000098099365,0.05372363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9886764,0.0010181523,0.001597274,0.0017444867,0.0028670062,0.004096666],"domain_scores_gemma":[0.9940862,0.0023867993,0.00050452433,0.0010689066,0.0008009364,0.0011525981],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.010216066,0.0009886081,0.0012911131,0.0006518991,0.0029233496,0.00058564177,0.0031325317,0.0013569144,0.0041930075],"category_scores_gemma":[0.005036406,0.0009480869,0.0007344776,0.0023028941,0.005092323,0.0009911028,0.0019586482,0.002406206,0.0042660884],"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":[0.000839929,0.0016756337,0.15804431,0.00036818595,0.002260769,0.0016825957,0.17034662,0.000028588882,0.0018017482,0.16586433,0.4305877,0.06649959],"study_design_scores_gemma":[0.0015806439,0.0005667309,0.01788439,0.0002894595,0.00022896624,0.000017263585,0.08473323,0.00007334002,0.00083971524,0.0077970736,0.88433045,0.0016587023],"about_ca_topic_score_codex":0.0027880918,"about_ca_topic_score_gemma":0.0027013533,"teacher_disagreement_score":0.6822235,"about_ca_system_score_codex":0.0013989093,"about_ca_system_score_gemma":0.00083340897,"threshold_uncertainty_score":0.99993956},"labels":[],"label_agreement":null},{"id":"W4213166464","doi":"10.18778/1733-8069.7.2.09","title":"Twórczość poetycka i społecznie ustanawiana rzeczywistość. Platońskie i Arystotelejskie ujęcie motywów pragmatycznych w greckiej literaturze pięknej","year":2011,"lang":"pl","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Theology; Physics; Philosophy","score_opus":0.14768848442932997,"score_gpt":0.21657034442085257,"score_spread":0.0688818599915226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213166464","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":[0.051404588,0.018402213,0.00038884894,0.007036638,0.012590139,0.0030041803,0.0024137795,0.0018223892,0.90293723],"genre_scores_gemma":[0.91969365,0.001973365,0.0012548746,0.004378083,0.008173147,0.0002299645,0.0005959365,0.00047180543,0.063229166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.987241,0.0010790417,0.0029831985,0.0031836345,0.0017369621,0.0037761286],"domain_scores_gemma":[0.99204284,0.0009948437,0.0015528062,0.0029195517,0.00093667605,0.0015532702],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0016242893,0.0027204216,0.002808955,0.00091754686,0.0033953781,0.001391815,0.0027412246,0.002009277,0.015306374],"category_scores_gemma":[0.0006982145,0.0025214131,0.0018847858,0.0009191089,0.003844145,0.001861124,0.0011507903,0.0038664553,0.0056452276],"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":[0.0013711543,0.0035267125,0.00069455564,0.0009090036,0.0014942501,0.0020996088,0.049789153,0.000015980653,0.00012941658,0.8588255,0.07213758,0.0090071],"study_design_scores_gemma":[0.003493341,0.001781108,0.002349062,0.0009025995,0.0011682851,0.00025304905,0.004204561,0.00035672795,0.00049902825,0.18337956,0.7976624,0.003950304],"about_ca_topic_score_codex":0.0006942348,"about_ca_topic_score_gemma":0.0008426111,"teacher_disagreement_score":0.86828905,"about_ca_system_score_codex":0.0007805609,"about_ca_system_score_gemma":0.00060718803,"threshold_uncertainty_score":0.9996448},"labels":[],"label_agreement":null},{"id":"W4213245739","doi":"10.18778/1733-8069.6.2.04","title":"Przemodelowywanie teorii ugruntowanej","year":2022,"lang":"pl","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland College","funders":"","keywords":"Theology; Psychology; Philosophy","score_opus":0.019809605305804497,"score_gpt":0.21117884808240658,"score_spread":0.19136924277660208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213245739","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":[0.08836022,0.010489066,0.0036875918,0.09947482,0.0189551,0.0050792457,0.00027653412,0.0025281073,0.77114934],"genre_scores_gemma":[0.9314153,0.0002776308,0.00051678973,0.013530073,0.0036829018,0.00021105068,0.00068413693,0.00020415802,0.04947794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939866,0.0002767572,0.0010924188,0.0014702836,0.0018062877,0.0013676195],"domain_scores_gemma":[0.99681205,0.00032929235,0.0013287223,0.001002383,0.0004506816,0.00007688789],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023934096,0.0008641511,0.0007781672,0.000832493,0.0035753986,0.0013903201,0.0020583181,0.00024494546,0.053811435],"category_scores_gemma":[0.0007819574,0.0009592201,0.00035846475,0.002502861,0.00027473015,0.003257245,0.0045077023,0.0013742966,0.0050670006],"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":[0.0006092709,0.002415709,0.060503054,0.0012190213,0.000928124,0.00054079865,0.001086524,0.0050575854,0.00028283303,0.31452414,0.6037887,0.009044257],"study_design_scores_gemma":[0.0015401662,0.00011248885,0.0061222464,0.000030716325,0.0006303484,0.00001766862,0.003538165,0.009854518,0.000014063402,0.011562562,0.9652551,0.0013220041],"about_ca_topic_score_codex":0.00047728003,"about_ca_topic_score_gemma":0.00009073988,"teacher_disagreement_score":0.8430551,"about_ca_system_score_codex":0.00037858819,"about_ca_system_score_gemma":0.00022165991,"threshold_uncertainty_score":0.9996463},"labels":[],"label_agreement":null},{"id":"W4386326938","doi":"10.18778/1733-8069.19.3.11","title":"Storytelling and the Healing Power of Photography: Rita Leistner’s My Space Project","year":2023,"lang":"en","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Participatory Visual Research Methods","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":true,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Storytelling; Narrative; Space (punctuation); Photography; Visual arts; Power (physics); Downtown; Sociology; Prism; Art; Aesthetics; History; Literature; Computer science","score_opus":0.5170017435851747,"score_gpt":0.6034046834733569,"score_spread":0.08640293988818215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386326938","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":[0.97531754,0.0015930015,0.000903471,0.0043492806,0.00047466138,0.0014442612,0.000016825388,0.0003839192,0.015517037],"genre_scores_gemma":[0.99565065,0.001217727,0.0016781319,0.00014406673,0.0001364846,0.00016004269,0.0000025714053,0.000028082524,0.0009822262],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99385154,0.0034181378,0.00040746538,0.00045266026,0.0009072297,0.0009629494],"domain_scores_gemma":[0.99561375,0.0033629225,0.00020805055,0.00041056424,0.00020817964,0.00019651942],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014651846,0.00020246777,0.00046590975,0.00031131713,0.0010497619,0.00010160987,0.00059730245,0.00020015005,0.000082858096],"category_scores_gemma":[0.0053205257,0.00014963838,0.00019493653,0.0015418925,0.0036203142,0.00019956246,0.00025195032,0.00047365075,0.000036670957],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014242353,0.0004263543,0.09300535,0.00036561096,0.0005988271,0.000104252584,0.48566097,0.00027577148,0.008299941,0.38330624,0.013838992,0.012693459],"study_design_scores_gemma":[0.008978274,0.0010993541,0.043011643,0.0004858756,0.00034874445,0.000010463297,0.3664365,0.008832061,0.009711134,0.07750285,0.4812519,0.0023312147],"about_ca_topic_score_codex":0.0036359536,"about_ca_topic_score_gemma":0.0007673854,"teacher_disagreement_score":0.4674129,"about_ca_system_score_codex":0.00008055751,"about_ca_system_score_gemma":0.00047764232,"threshold_uncertainty_score":0.99909127},"labels":[],"label_agreement":null},{"id":"W965256093","doi":"10.18778/1733-8069.8.3.04","title":"Family Changes in Iranian Kurdistan: A Mixed Methods Study of Mangor and Gawerk Tribes","year":2012,"lang":"en","type":"article","venue":"Przegląd Socjologii Jakościowej","topic":"Turkey's Politics and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Kinship; Modernization theory; Qualitative property; Qualitative research; Sample (material); Government (linguistics); Quantitative research; Sociology; Urbanization; Geography; Socioeconomics; Genealogy; Social science; Economic growth; Anthropology; History","score_opus":0.06565370634728145,"score_gpt":0.4221318638738454,"score_spread":0.3564781575265639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W965256093","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":[0.9875077,0.0017175516,0.00010322746,0.0011218193,0.0006078606,0.0007361753,0.000020030086,0.00007921094,0.008106436],"genre_scores_gemma":[0.99486804,0.00039799244,0.0033671558,0.00024900166,0.0002908527,0.00008349624,0.0000031053607,0.000021942698,0.00071839895],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965067,0.0014698937,0.00039853182,0.00033991775,0.00039292165,0.0008920231],"domain_scores_gemma":[0.99850416,0.0006549351,0.00018630651,0.0002945297,0.00009164306,0.0002684402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003924355,0.00022910877,0.00055029686,0.00013251355,0.0003792806,0.000053902982,0.0003439038,0.00028845324,0.00006307909],"category_scores_gemma":[0.00050924614,0.00020990867,0.000098962875,0.0004304849,0.000533202,0.00019555316,0.00018087217,0.00028190739,0.0000068612044],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006932294,0.0021710626,0.35631365,0.000106787775,0.00017480667,0.000013395536,0.55621743,0.0000024908113,0.0019927495,0.050792243,0.001456733,0.030689353],"study_design_scores_gemma":[0.0015843444,0.00037843396,0.5311125,0.000029010875,0.00009358557,0.0000015977197,0.42761216,0.000023765944,0.00034170196,0.0032542637,0.035089985,0.00047865848],"about_ca_topic_score_codex":0.004320444,"about_ca_topic_score_gemma":0.005788634,"teacher_disagreement_score":0.17479885,"about_ca_system_score_codex":0.00013617417,"about_ca_system_score_gemma":0.00008504506,"threshold_uncertainty_score":0.8559827},"labels":[],"label_agreement":null}]}