{"id":"W1018476904","doi":"10.1017/cbo9780511495885.002","title":"Introduction","year":2002,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Tribute; Work (physics); Friendship; Classics; Sociology; Media studies; History; Art history; Law; Political science; Social science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006150262,0.0008041441,0.0006088507,0.001418047,0.001725201,0.005210238,0.001717002,0.002304362,0.5162928],"category_scores_gemma":[0.002838138,0.0002751807,0.0005436414,0.0016122,0.0008095256,0.003548562,0.002559669,0.002130109,0.3474263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195344,"about_ca_system_score_gemma":0.001981469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950487,"about_ca_topic_score_gemma":0.003924959,"domain_scores_codex":[0.9991401,0.00009300547,0.00004425082,0.0002011809,0.0004254152,0.00009594369],"domain_scores_gemma":[0.9990798,0.0001599176,0.00004504016,0.0001259318,0.000427407,0.0001618943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002247913,0.00002693876,0.0001789212,0.000153766,0.000002320326,0.00006418418,0.0002976094,0.00006925631,0.0001568088,0.03586189,0.8717911,0.0913748],"study_design_scores_gemma":[0.000001033639,0.000004420348,0.0000995541,0.00005654415,5.123917e-7,0.00003600903,0.00006235638,0.0000107125,0.000020063,0.002029215,0.9976779,0.000001786169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000621214,0.00549764,0.002456846,0.008371068,0.007537464,0.0001206064,0.00329948,0.00065637,0.9714394],"genre_scores_gemma":[0.003452792,0.003685839,0.001205871,0.002922988,0.001517902,0.00008336563,0.002811049,0.0002916809,0.9840285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5162928,"threshold_uncertainty_score":0.6899496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479737738617675,"score_gpt":0.1629884240940724,"score_spread":0.1281910467078957,"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."}}