{"id":"W7117369175","doi":"10.1017/9781009652513.015","title":"Cambridge","year":2025,"lang":"","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"","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":[0.000536369,0.001056994,0.001756528,0.001094093,0.001182319,0.0002205397,0.00165426,0.001217332,0.0001570051],"category_scores_gemma":[0.00007266498,0.001716646,0.001143216,0.00004396048,0.001191097,0.0005055466,0.001117587,0.001354278,0.000942521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085937,"about_ca_system_score_gemma":0.0003472281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006590157,"about_ca_topic_score_gemma":0.000006209124,"domain_scores_codex":[0.9956957,0.00005767315,0.001332847,0.001925796,0.00007364812,0.0009143413],"domain_scores_gemma":[0.9960034,0.0002022692,0.001261661,0.00188225,0.0001704318,0.0004799528],"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":[0.0001784777,0.00005765719,0.00005305058,0.0002395068,0.0007698186,0.0001777818,0.00004195367,0.00002700941,0.000004209841,0.9560488,0.04153461,0.0008671291],"study_design_scores_gemma":[0.001545368,0.0001010273,0.0001050061,0.0003729131,0.0003006336,0.00002292155,0.00007054567,0.0005176059,0.0001073318,0.000268679,0.9950513,0.001536651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008471592,0.001683774,0.003575857,0.0001059625,0.00341352,0.000982739,0.009097706,0.0001749885,0.9801183],"genre_scores_gemma":[0.02909577,0.002484614,0.0001581025,0.0003556625,0.0003753935,0.000003436558,0.000198499,0.00007988686,0.9672486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9557801,"threshold_uncertainty_score":0.9998354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839460103897247,"score_gpt":0.1844579871491504,"score_spread":0.1560633861101779,"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."}}