{"id":"W4252369640","doi":"10.1007/978-1-4939-7131-2_100290","title":"Document Models","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000918516,0.001452788,0.0007662453,0.001832454,0.0007109932,0.005202537,0.002186001,0.001412727,0.1198551],"category_scores_gemma":[0.005110271,0.0005127892,0.001167907,0.001988306,0.0005394333,0.005673423,0.001524852,0.001521353,0.1143405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281308,"about_ca_system_score_gemma":0.001413935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00496144,"about_ca_topic_score_gemma":0.004757435,"domain_scores_codex":[0.9990026,0.0001234455,0.00006988882,0.0002634356,0.0004819804,0.00005865058],"domain_scores_gemma":[0.9986211,0.0002685063,0.00004506669,0.0005261989,0.0004752102,0.00006384631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001825316,0.00008267813,0.0002808062,0.0004594425,0.00003162757,0.0000982256,0.0001397289,0.009483241,0.004048027,0.1189114,0.3387169,0.5275655],"study_design_scores_gemma":[0.00002796156,0.00002570227,0.0001455649,0.0001437811,0.00003161339,0.0002077293,0.0000753226,0.03271247,0.005416336,0.05129858,0.909884,0.0000309511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003117755,0.003984412,0.5797441,0.002272004,0.001330277,0.0005553737,0.02520087,0.02509935,0.3586959],"genre_scores_gemma":[0.05439217,0.00758103,0.2342761,0.0009105504,0.0005012516,0.0005672665,0.06613988,0.006378773,0.629253],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1198551,"threshold_uncertainty_score":0.4009554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783281115090617,"score_gpt":0.2495909207410047,"score_spread":0.2017581095900985,"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."}}