{"id":"W6987525510","doi":"","title":"Timmins, John - Naturalization Index Record","year":2022,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.001667236,0.001077923,0.001145555,0.009947073,0.00330048,0.009771868,0.001545373,0.001761569,0.5024332],"category_scores_gemma":[0.01329159,0.0005986445,0.0005370862,0.009928307,0.00121023,0.004904186,0.003213546,0.002520957,0.3560698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975045,"about_ca_system_score_gemma":0.004078188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00895727,"about_ca_topic_score_gemma":0.02006909,"domain_scores_codex":[0.9984412,0.00006921712,0.000123695,0.0001877129,0.00105385,0.0001244214],"domain_scores_gemma":[0.9937205,0.0007033944,0.0003366939,0.00133332,0.002909937,0.0009961338],"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":[0.00003082637,0.00001626797,0.0002230014,0.0001528147,0.000002715631,0.00004103322,0.0000314899,0.00003009766,0.0001770965,0.002894301,0.9262817,0.07011856],"study_design_scores_gemma":[0.000003696032,0.000005921345,0.0004673044,0.00006263932,0.000001893168,0.00003981271,0.00002845389,0.00003665092,0.0001632698,0.0007424673,0.9984433,0.000004548695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001605867,0.004955601,0.003150067,0.01009898,0.03740095,0.0004086028,0.03050854,0.003097755,0.9087737],"genre_scores_gemma":[0.003955086,0.003645621,0.001642562,0.0007850786,0.004244847,0.0001505385,0.01275779,0.001096367,0.9717221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5024332,"threshold_uncertainty_score":0.7097187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319688417528977,"score_gpt":0.1992919352831437,"score_spread":0.1860950511078539,"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."}}