{"id":"W7013917169","doi":"","title":"Returns","year":2007,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Improvisation; Variety (cybernetics); Musical; Weaving; Work (physics)","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":[0.0005780463,0.0005034563,0.0003629119,0.001089538,0.001643671,0.004019818,0.00100489,0.0008959827,0.3588038],"category_scores_gemma":[0.00220969,0.0002070588,0.000368464,0.001013536,0.0007249031,0.002051675,0.001985197,0.001055939,0.1737573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317168,"about_ca_system_score_gemma":0.001195226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006055504,"about_ca_topic_score_gemma":0.01130544,"domain_scores_codex":[0.9992884,0.00006336748,0.000031327,0.0001413128,0.0003333214,0.0001421536],"domain_scores_gemma":[0.9995173,0.00005677138,0.00003348611,0.0001073177,0.0001799388,0.000105236],"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":[0.0004583256,0.0000939906,0.00175569,0.0003379845,0.0000173334,0.0009407168,0.002022514,0.0003055326,0.003944055,0.1076433,0.614607,0.2678736],"study_design_scores_gemma":[0.000005038828,0.00002100719,0.0007237518,0.00003477325,0.000001932003,0.0001382209,0.0003393014,0.00003722199,0.00038633,0.001535595,0.9967709,0.000006046138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009976119,0.0005523996,0.003106094,0.002810898,0.001483356,0.0001392446,0.0038468,0.001938296,0.9761469],"genre_scores_gemma":[0.02427427,0.0003771419,0.001595412,0.0005503891,0.0001647389,0.00004129273,0.002037388,0.0007054023,0.9702541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6411961,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840171113891627,"score_gpt":0.2115158179556727,"score_spread":0.1931141068167564,"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."}}