{"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":"4d3ffabbf034","filters":{"venue":"Numanities - arts and humanities in progress"}},"results":[{"id":"W4389047037","doi":"10.1007/978-3-031-45075-4","title":"Critique of Pure Nature","year":2023,"lang":"en","type":"book","venue":"Numanities - arts and humanities in progress","topic":"Religion, Ecology, and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Università degli Studi di Torino; European Commission; York University; Fondazione CRT","keywords":"Praise; Natural (archaeology); Epistemology; Natural philosophy; Philosophy; Sociology; Literature; Aesthetics; History; Art; Archaeology","authors":[{"name":"Simona Stano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05460819049485817,"gpt":0.3523012595701138,"spread":0.2976930690752556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009459909,0.00035019,0.0006588063,0.0004371285,0.0008449052,0.0002923074,0.0004942932,0.001550941,0.000420209],"category_scores_gemma":[0.0001482615,0.0003677633,0.0001337123,0.00007181583,0.004744767,0.0002640218,0.0001720025,0.001543853,0.00002375373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200193,"about_ca_system_score_gemma":0.0006569972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004210362,"about_ca_topic_score_gemma":0.0511366,"domain_scores_codex":[0.9977083,0.0001794279,0.0005555178,0.0004119499,0.0005846934,0.0005601028],"domain_scores_gemma":[0.9984621,0.0005156736,0.0003044721,0.0002724892,0.0003736539,0.00007159681],"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":[0.000011397,0.00002818685,0.000166841,0.0006007229,0.00004116976,0.000066411,0.07539849,1.893637e-7,3.032885e-8,0.8406081,0.08280381,0.0002747159],"study_design_scores_gemma":[0.0001283936,0.0000819033,0.0001212587,0.0005652642,0.00002906426,0.000003077932,0.03371671,7.774418e-7,6.577538e-7,0.358562,0.6065165,0.0002743234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001285548,0.01560516,3.015518e-7,0.001414067,0.002350435,0.0005971772,0.0001294849,0.0001872899,0.9784306],"genre_scores_gemma":[0.02478011,0.01696038,0.00002842646,0.0007318131,0.001896384,0.0001351595,0.0001070464,0.00009963024,0.9552611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5237128,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414728374","doi":"10.1007/978-3-031-95999-8_15","title":"Storying Humans Brimming Over: To Emote, to Show, to Tell, to Write, or ChatGPT","year":2025,"lang":"en","type":"book-chapter","venue":"Numanities - arts and humanities in progress","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Foraging; Prehistory; Reading (process); Hominidae; Lived experience; Bipedalism; Human evolution","authors":[{"name":"Katja Pettinen","is_ca":true},{"name":"Myrdene Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07311338127553452,"gpt":0.33909878763575,"spread":0.2659854063602154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069812,0.0006117187,0.0007501888,0.001548711,0.001696775,0.001827575,0.0007059163,0.0003087136,0.003794193],"category_scores_gemma":[0.0002004099,0.0006261464,0.0001124771,0.0001570388,0.0004148008,0.0007191488,0.0005391114,0.0004383906,0.0002341255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152434,"about_ca_system_score_gemma":0.0003328681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009367436,"about_ca_topic_score_gemma":0.04818734,"domain_scores_codex":[0.9965945,0.00005395646,0.0007971767,0.0006290124,0.0009771162,0.0009482584],"domain_scores_gemma":[0.9983326,0.0001567565,0.000178456,0.0004760229,0.0003059661,0.0005502136],"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":[0.00009510498,0.00002590038,0.00002323539,0.0002192633,0.00003825791,0.00003541531,0.3887705,0.000006591801,4.700235e-7,0.5100651,0.06326736,0.03745276],"study_design_scores_gemma":[0.0002132997,0.0003522197,0.0001484551,0.001834753,0.00002634784,0.000002569018,0.05472241,0.0000024502,0.000003633321,0.001108631,0.9407995,0.0007856895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007351686,0.0005209018,0.00004984857,0.001422663,0.001521298,0.002986806,0.0001904916,0.0002401688,0.9857162],"genre_scores_gemma":[0.0139947,0.0001854097,0.0005766515,0.01434642,0.001354194,0.0001242594,0.00003460523,0.00009412265,0.9692897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8775322,"threshold_uncertainty_score":0.999619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410975146","doi":"10.1007/978-3-031-86973-0_11","title":"Response-Ability and Post-growth: Educational Theory, in Need of Limits","year":2025,"lang":"en","type":"book-chapter","venue":"Numanities - arts and humanities in progress","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Mathematics education","authors":[{"name":"Cary Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0287276667724512,"gpt":0.3078986891166738,"spread":0.2791710223442226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00107105,0.0002565061,0.0004004336,0.0004437921,0.0004685642,0.0001653237,0.0002394366,0.0002487258,0.0005343797],"category_scores_gemma":[0.0002838763,0.0002300632,0.00006719508,0.00004253143,0.003437057,0.0002184866,0.0001135335,0.0003319285,0.000002367618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234192,"about_ca_system_score_gemma":0.0006865083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179727,"about_ca_topic_score_gemma":0.009926314,"domain_scores_codex":[0.99841,0.0001563731,0.0004830176,0.0002972623,0.0003459895,0.0003073219],"domain_scores_gemma":[0.9984547,0.0007710376,0.0001986725,0.0001650346,0.000350395,0.00006016163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001632137,0.00007074087,0.0008778129,0.0002014904,0.00002388928,0.000001991909,0.04882901,1.039154e-7,3.914898e-7,0.9471124,0.0009423922,0.001776587],"study_design_scores_gemma":[0.0003014597,0.0001350452,0.01990751,0.000756247,0.0000264691,0.000003687227,0.05332645,7.32188e-7,0.000001870376,0.6404223,0.2847727,0.000345462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09570198,0.007986469,8.170419e-8,0.00586782,0.0006785713,0.0006256719,0.0001915341,0.00002326944,0.8889246],"genre_scores_gemma":[0.4167273,0.001468589,0.00004266483,0.0007620514,0.0003596198,0.00007660847,0.00005793457,0.00002631245,0.580479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3210253,"threshold_uncertainty_score":0.999275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}