{"id":"W4243862075","doi":"10.1093/gmo/9781561592630.article.12221","title":"Halifax (i)","year":2001,"lang":"en","type":"book","venue":"Oxford Music Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002684679,0.0009173673,0.001035773,0.0005363584,0.0001113508,0.00006719602,0.0008283354,0.0008696627,0.01098095],"category_scores_gemma":[0.00009265959,0.000919704,0.0004594734,0.0003120278,0.0002186303,0.0001357168,0.0003010724,0.001202385,0.01175686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008866585,"about_ca_system_score_gemma":0.00114784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004400111,"about_ca_topic_score_gemma":0.00215298,"domain_scores_codex":[0.9965029,0.00005338471,0.0007540004,0.0009475657,0.0009006772,0.0008414667],"domain_scores_gemma":[0.997211,0.00009161147,0.0005633163,0.001565723,0.0002372625,0.000331097],"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":[0.00005156137,0.0002868539,0.00001945201,0.00008908259,0.0001614515,0.0003807163,0.00004100207,0.000009265365,0.00005008839,0.002003523,0.9678437,0.0290633],"study_design_scores_gemma":[0.0008558551,0.0001078888,0.00008101482,0.0003637665,0.0002862201,0.0001182592,0.000009387804,0.00009672564,0.000003468846,0.005899498,0.9912494,0.0009285176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004574553,0.0007114567,0.00004077434,0.0001863021,0.001242122,0.0006307692,0.008085364,0.0009190505,0.9877267],"genre_scores_gemma":[0.00002216935,0.0004081314,0.002458375,0.001345347,0.006455195,0.00002151384,0.02377912,0.000886249,0.9646239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02813478,"threshold_uncertainty_score":0.9993253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897893627492829,"score_gpt":0.2758861855830348,"score_spread":0.2369072493081066,"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."}}