{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"6df5c2181206","filters":{"venue":"Science across cultures"}},"results":[{"id":"W204827643","doi":"10.1007/978-94-017-0149-5_20","title":"Daoism and Nature","year":2003,"lang":"en","type":"book-chapter","venue":"Science across cultures","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Flourishing; Spring and Autumn period; Period (music); Politics; Power (physics); Variety (cybernetics); Order (exchange); Literature; Philosophy; History; Aesthetics; Law; Art; Political science; Psychology","authors":[{"name":"James Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02037530180536496,"gpt":0.3428440590484448,"spread":0.3224687572430798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009204058,0.0002439266,0.0002255731,0.0000668984,0.003464625,0.0003770656,0.0006580781,0.0006030595,0.0001682454],"category_scores_gemma":[0.0002376649,0.0001953987,0.00008585018,0.0001521875,0.00607444,0.0004287083,0.0001159383,0.0007438959,0.00006503522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360912,"about_ca_system_score_gemma":0.0002673148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006243231,"about_ca_topic_score_gemma":0.0005602333,"domain_scores_codex":[0.9979911,0.00002230743,0.0001523995,0.0006085643,0.0008620136,0.0003636],"domain_scores_gemma":[0.9990953,0.00003345442,0.0001204844,0.0002939454,0.0001991043,0.000257688],"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":[0.000002924349,0.000004397753,0.000009933994,0.000007106986,0.000005398736,0.000009322811,0.0145948,3.16313e-7,0.0001531767,0.9764475,0.008046036,0.0007191115],"study_design_scores_gemma":[0.00004422961,0.000008139511,0.00002627742,0.00002202037,0.000005886759,0.000003913618,0.0001225434,8.848134e-8,0.00002383528,0.3448491,0.6547003,0.0001937286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001826071,0.004271524,6.484396e-7,0.001445016,0.001478534,0.0001888326,0.00004636436,0.00006519803,0.9906778],"genre_scores_gemma":[0.1548007,0.0003783826,0.0001756862,0.003223174,0.001109141,0.000005696613,0.000008933206,0.00002669589,0.8402716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6466542,"threshold_uncertainty_score":0.9978327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W12170771","doi":"10.1007/978-94-017-0149-5_16","title":"Nature Doesn’t Come as Clean as We Can Think It”: Dene, Inuit, Scientists, Nature and Environment in the Canadian North","year":2003,"lang":"en","type":"book-chapter","venue":"Science across cultures","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Circumpolar star; Subarctic climate; Geography; Tundra; Indigenous; Arctic; Ethnology; The arctic; History; Archaeology; Ecology; Oceanography; Geology","authors":[{"name":"Ellen Bielawski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0169714992690968,"gpt":0.3485162123593674,"spread":0.3315447130902706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002125979,0.0005048696,0.0005009734,0.0002264909,0.01973642,0.0002152545,0.001403437,0.001710344,0.0005476007],"category_scores_gemma":[0.0002152001,0.0003138291,0.00008712021,0.0002803992,0.002584691,0.0001552955,0.0005723807,0.005323833,0.0002636186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313089,"about_ca_system_score_gemma":0.003299062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.137055,"about_ca_topic_score_gemma":0.9956408,"domain_scores_codex":[0.9949727,0.0001293654,0.0004845283,0.001054821,0.0009854044,0.00237316],"domain_scores_gemma":[0.9982071,0.000125198,0.0003164386,0.0007200568,0.0002016701,0.0004295496],"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":[0.00002871441,0.0000476888,0.008996185,0.0001997985,0.00006903233,0.0004927782,0.6845649,0.00002667923,0.00001203892,0.1698263,0.1343882,0.001347578],"study_design_scores_gemma":[0.0002696369,0.00009727279,0.01946683,0.0001294735,0.00002046524,0.00005607008,0.04234567,8.025507e-7,0.000002975037,0.008960524,0.928208,0.0004422969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2538863,0.012841,1.967552e-7,0.1049211,0.007194071,0.00659367,0.002357918,0.00007554255,0.6121302],"genre_scores_gemma":[0.5248891,0.005938416,0.0001020114,0.1141633,0.0005630307,0.0001392702,0.0001342157,0.00007533415,0.3539954],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8585858,"threshold_uncertainty_score":0.9999314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2205554437","doi":"10.1007/978-90-481-2599-9_17","title":"Childbirth and Maternal Mortality in Morocco: The Role of Midwives","year":2009,"lang":"en","type":"book-chapter","venue":"Science across cultures","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Girl; Childbirth; Brother; Obstetrics; Nursing; Political science; Pregnancy; Law; Psychology","authors":[{"name":"Marie Hatem","is_ca":true},{"name":"Fatima Temmar","is_ca":false},{"name":"Bilkis Vissandjée","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01111770839238515,"gpt":0.3211101169867574,"spread":0.3099924085943723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003300542,0.0001868104,0.0003309074,0.00004162274,0.0001806647,0.00005429799,0.0002988809,0.0001068375,0.00003184332],"category_scores_gemma":[0.00001893889,0.0000997438,0.0000597846,0.00006381524,0.001206023,0.00009438304,0.0001139862,0.0002951492,0.000007348794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003755427,"about_ca_system_score_gemma":0.0000972959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004786105,"about_ca_topic_score_gemma":0.0002106249,"domain_scores_codex":[0.9985296,0.000006865023,0.0002805179,0.0003310234,0.0005336978,0.0003183266],"domain_scores_gemma":[0.9993614,0.000007160135,0.000158316,0.0002663469,0.00008616953,0.0001206179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004172433,0.0002100796,0.6345369,0.0006403283,0.0001135649,0.0001761722,0.01210879,0.00003092055,0.0186269,0.279912,0.0003075784,0.05291952],"study_design_scores_gemma":[0.0002562123,0.0001029216,0.9548025,0.0004225028,0.00001835116,0.0001129568,0.0002057978,0.000005998349,0.001879973,0.02937582,0.01270178,0.0001151919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764606,0.002565509,7.668687e-8,0.0003307364,0.0000695393,0.0002453067,0.00005938163,0.00001309662,0.1202557],"genre_scores_gemma":[0.9769323,0.0007376829,0.00003154594,0.0007996322,0.0001145629,0.000001701687,0.000003548539,0.00000683726,0.02137212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3202656,"threshold_uncertainty_score":0.4443643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}