{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"46505f46013a","filters":{"venue":"Studia Ecologiae et Bioethicae"}},"results":[{"id":"W3112789144","doi":"10.21697/seb.2020.18.5.19","title":"The influence of cultural factors on the collapse of the Greenland Norse civilization","year":2020,"lang":"en","type":"article","venue":"Studia Ecologiae et Bioethicae","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Civilization; History; Elite; Environmental ethics; Geography; Ancient history; Political science; Archaeology; Politics; Law; Philosophy","authors":[{"name":"Ryszard F. Sadowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08176980086234474,"gpt":0.2643191175537595,"spread":0.1825493166914148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918753,0.0001298232,0.0002097531,0.000008247894,0.001029143,0.00001982162,0.0004333054,0.00005875325,0.0001291025],"category_scores_gemma":[0.002095869,0.00004225317,0.0001131524,0.0001222261,0.002657995,0.00003760821,0.0003144721,0.0003210183,0.00001217931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002101961,"about_ca_system_score_gemma":0.00003452398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001849288,"about_ca_topic_score_gemma":0.006484062,"domain_scores_codex":[0.9988723,0.0002896847,0.0002676227,0.0001536206,0.0002508477,0.0001658742],"domain_scores_gemma":[0.9976455,0.001775258,0.0002069262,0.0001516832,0.0001877016,0.00003292138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000925564,0.0001393088,0.0492235,0.0000467338,0.0001696273,0.000001196925,0.1665368,0.0002678149,0.0002431323,0.7675931,0.01549536,0.0001908081],"study_design_scores_gemma":[0.0005247661,0.00164925,0.5325466,0.00006477757,0.0000937569,2.304004e-7,0.05388171,0.00002230446,0.0006907355,0.008448892,0.401742,0.000334976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442977,0.0001733541,9.153528e-7,0.04535921,0.0002084766,0.0003236657,0.00004684733,0.00002289475,0.009566968],"genre_scores_gemma":[0.9972375,0.0003450511,0.000002437374,0.001857309,0.00007170967,0.00002257809,0.000001371202,0.000004099013,0.0004579424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7591443,"threshold_uncertainty_score":0.9793491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3115605238","doi":"10.21697/seb.2008.6.1.09","title":"Wpływ czynników kulturowych na upadek cywilizacji grenlandzkich Wikingów","year":2008,"lang":"pl","type":"article","venue":"Studia Ecologiae et Bioethicae","topic":"Interdisciplinary Studies: Technology, Society, and Humanities","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Physics; Theology; Philosophy","authors":[{"name":"Ryszard F. Sadowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09615079234193542,"gpt":0.3118574285175776,"spread":0.2157066361756422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001496856,0.001529193,0.0019351,0.0004666422,0.007651058,0.0005004629,0.001591525,0.001660822,0.004375243],"category_scores_gemma":[0.0006049324,0.001340852,0.001014229,0.000359703,0.01122309,0.0005672376,0.002258552,0.003997203,0.001764508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009966928,"about_ca_system_score_gemma":0.0006892825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282365,"about_ca_topic_score_gemma":0.01768004,"domain_scores_codex":[0.9927806,0.0006898021,0.00156134,0.001809494,0.0009608878,0.002197862],"domain_scores_gemma":[0.9953987,0.001291025,0.0008193339,0.001190104,0.001023331,0.0002775205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001724102,0.001348105,0.004940106,0.0004556397,0.00199099,0.0005048524,0.4435202,0.000008449138,0.00003426052,0.1910573,0.3556839,0.0002837488],"study_design_scores_gemma":[0.003713439,0.005027363,0.07196411,0.0005337292,0.000867655,0.00013161,0.2869995,0.00003247421,0.0001756828,0.0120611,0.6151249,0.00336845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3915407,0.02288665,0.00002330903,0.04681624,0.01511885,0.002718672,0.001484084,0.002269389,0.5171421],"genre_scores_gemma":[0.9284366,0.02008335,0.0001513044,0.005402416,0.002670926,0.0003206576,0.0001376247,0.0001657121,0.04263145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5368959,"threshold_uncertainty_score":0.9997457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110720738","doi":"10.21697/seb.2004.2.1.20","title":"Autonomia wobec praw rządzących światem jako warunek życia prawdziwie moralnego w filozofii Alberta Schweitzera","year":2004,"lang":"pl","type":"article","venue":"Studia Ecologiae et Bioethicae","topic":"War, Ethics, and Justification","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Theology; Philosophy","authors":[{"name":"Krzysztof Jarosz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07335045950514979,"gpt":0.3136083235757499,"spread":0.2402578640706001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003550388,0.001461447,0.001658545,0.0005265839,0.003518793,0.00146217,0.001515589,0.002216554,0.004217102],"category_scores_gemma":[0.002641316,0.001383369,0.0006861598,0.0004361628,0.003819463,0.001109111,0.0007980221,0.004614249,0.005774597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066495,"about_ca_system_score_gemma":0.003825844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01725989,"about_ca_topic_score_gemma":0.1578226,"domain_scores_codex":[0.9913722,0.00108141,0.00215392,0.002246871,0.001038853,0.002106734],"domain_scores_gemma":[0.9928195,0.002410644,0.001433802,0.001726365,0.001010175,0.0005995288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000287343,0.003203085,0.002598021,0.0007284852,0.001251443,0.0001408215,0.1204753,0.0005222491,0.0002127745,0.8123891,0.0559267,0.002264752],"study_design_scores_gemma":[0.008288236,0.002661717,0.05511463,0.0009630664,0.001478913,0.00003620844,0.0433816,0.0001813064,0.0008393118,0.02441377,0.8582006,0.004440653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3825108,0.006966122,0.0001884737,0.2965578,0.0251011,0.007300836,0.001324123,0.001669948,0.2783808],"genre_scores_gemma":[0.9420975,0.003023569,0.0009953228,0.007240751,0.002305088,0.0004582505,0.0005378394,0.0002199273,0.04312172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8022739,"threshold_uncertainty_score":0.9998135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107610737","doi":"10.21697/seb.2004.2.1.42","title":"Mistyka uwięziona w etyce, czyli Alberta Schweitzera mistyka etycznego zjednoczenia z bytem","year":2004,"lang":"pl","type":"article","venue":"Studia Ecologiae et Bioethicae","topic":"Catholicism, Bioethics, Media, Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Theology; Political science; Philosophy","authors":[{"name":"Krzysztof Jarosz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0434161544513491,"gpt":0.3657208812866885,"spread":0.3223047268353394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.009822494,0.00156138,0.001856768,0.0006181392,0.003567407,0.0008014537,0.002709209,0.004136146,0.001631528],"category_scores_gemma":[0.01272704,0.001642816,0.0009803828,0.002877461,0.007031743,0.000934838,0.0007498082,0.005889233,0.006578252],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002927924,"about_ca_system_score_gemma":0.01486507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05473423,"about_ca_topic_score_gemma":0.242673,"domain_scores_codex":[0.9860312,0.003104039,0.002216329,0.002867442,0.002727225,0.003053766],"domain_scores_gemma":[0.9874398,0.006309547,0.001583879,0.001936561,0.001288748,0.001441476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004035843,0.006149293,0.01164703,0.0007200231,0.001331878,0.000251081,0.5798059,0.0001857377,0.002072689,0.3196167,0.07323285,0.004583169],"study_design_scores_gemma":[0.00649761,0.001774638,0.1122642,0.0008164183,0.001144761,0.00007153326,0.1127503,0.00001435602,0.002475011,0.02543906,0.7319452,0.004806952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3818325,0.006052905,0.0001050371,0.4981284,0.01846792,0.004196787,0.0004372864,0.0007799008,0.08999927],"genre_scores_gemma":[0.9472277,0.01866239,0.002569159,0.01359075,0.003100662,0.0003332035,0.0003109103,0.0002143428,0.0139909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6587123,"threshold_uncertainty_score":0.9997134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}