{"id":"W4402081833","doi":"10.1007/978-3-031-61565-8_1","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"˜The œInternational Library of Bioethics","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Place Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002185296,0.0002510445,0.0002065328,0.0003408089,0.00009427268,0.0001889082,0.001408783,0.0003337216,0.006686046],"category_scores_gemma":[0.00005030027,0.0001971826,0.0002160815,0.00009692286,0.00114117,0.0003445026,0.0007584868,0.001618854,0.002036601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004507645,"about_ca_system_score_gemma":0.0002351947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001561396,"about_ca_topic_score_gemma":0.00001315981,"domain_scores_codex":[0.9974661,0.0000360356,0.0003993408,0.0006168099,0.001286191,0.0001954769],"domain_scores_gemma":[0.9988168,0.0003850081,0.0002095068,0.000512252,0.00002060574,0.00005579811],"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":[0.00004047178,0.00001775668,0.000002153574,0.00005296461,0.00003922825,0.00002320159,0.00008339784,0.000007559065,0.00102249,0.9618005,0.03613211,0.0007782243],"study_design_scores_gemma":[0.00004884237,0.00003590018,0.000003093191,0.00004979383,0.0000115815,0.00002707802,0.000004897187,0.0002900837,0.007246762,0.4389803,0.5531885,0.0001131909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000026866,0.0004584214,0.00003742095,0.2129669,0.002159259,0.0002300442,0.0003445046,0.000160746,0.7836159],"genre_scores_gemma":[0.02244651,0.00153295,0.00006789154,0.001080119,0.001853227,0.000008480853,0.00009172081,0.0001127397,0.9728063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5228202,"threshold_uncertainty_score":0.9987404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05931175903103524,"score_gpt":0.3071983427956225,"score_spread":0.2478865837645872,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}