{"id":"W4402031527","doi":"10.1007/978-3-031-62332-5_22","title":"Governance and Regulation Specifics","year":2024,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Corporate governance; Political science; Business; Finance","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004739966,0.0003575352,0.000518874,0.0002732451,0.0002155597,0.0003245177,0.0001608682,0.0002602954,0.0005172788],"category_scores_gemma":[0.00003690169,0.0004359709,0.0000644196,0.00007775542,0.00009144584,0.000491344,0.0003191253,0.0002468523,0.0008423164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006007455,"about_ca_system_score_gemma":0.0001824075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000186569,"about_ca_topic_score_gemma":0.00009875397,"domain_scores_codex":[0.9979879,0.000003454982,0.0007898563,0.0006554971,0.00008075168,0.000482503],"domain_scores_gemma":[0.9991251,0.00001919754,0.0003619425,0.0003204622,0.00007568398,0.00009759601],"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":[0.00001270778,0.000004910531,0.00002160232,0.001453304,0.0000874478,0.0000726053,0.0005982468,0.000003209031,9.971374e-8,0.9883027,0.007802759,0.001640413],"study_design_scores_gemma":[0.0000554967,0.00001749587,0.0003524876,0.0000907037,0.000004993103,0.000003427432,0.0001484022,0.000003316272,0.000008890948,0.4116442,0.5873846,0.0002859697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000815406,0.01722673,0.000247708,0.005004858,0.0004433276,0.0005579739,0.00008734372,0.0001123183,0.9762382],"genre_scores_gemma":[0.00541548,0.005743109,0.0008863358,0.0002525329,0.0002002405,0.00005152505,0.00007511093,0.00008480688,0.9872909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5795819,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527308211499925,"score_gpt":0.2173851852843489,"score_spread":0.1921121031693497,"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."}}