{"id":"W3015646494","doi":"","title":"Library: Canadian Music Centre - Prairie Region - Composer Database: Manitoba Composers","year":2017,"lang":"en","type":"article","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Database; Geography; Library science; Computer science","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":[0.0007637328,0.002117072,0.002467547,0.01261968,0.002892323,0.005728598,0.004088204,0.001474961,0.488238],"category_scores_gemma":[0.007554212,0.0007936149,0.0007176853,0.03123514,0.000674698,0.001506598,0.001990448,0.0009388381,0.2989723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005115056,"about_ca_system_score_gemma":0.03519273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6878489,"about_ca_topic_score_gemma":0.8346537,"domain_scores_codex":[0.9991611,0.0000491249,0.0001116384,0.0001613702,0.0003626937,0.0001541064],"domain_scores_gemma":[0.9927866,0.0005642882,0.0002679539,0.0007229414,0.004871,0.0007871789],"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":[0.0001202116,0.00002702436,0.0007025724,0.0008452525,0.00002447056,0.00004828652,0.0001185627,0.00007644005,0.000183104,0.0003240037,0.9855657,0.01196435],"study_design_scores_gemma":[0.0001576606,0.00001325728,0.005517696,0.0005131054,0.00005221728,0.0000421278,0.0003974226,0.0001834395,0.0004228577,0.0003193389,0.9923418,0.00003905653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006301507,0.0003087391,0.0001464092,0.0001261028,0.00005325356,0.0001040857,0.9795269,0.0009614278,0.01814281],"genre_scores_gemma":[0.003051844,0.001113537,0.001196104,0.0001034821,0.00004539911,0.0003244412,0.9440752,0.0007619967,0.04932802],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.488238,"threshold_uncertainty_score":0.7299663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2178760437455136,"score_gpt":0.3854751906215221,"score_spread":0.1675991468760085,"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."}}