{"id":"W2760407761","doi":"","title":"Lean: The Measurably Efficient Musical","year":2016,"lang":"en","type":"article","venue":"","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Musical; Business; Computer science; Art; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002249117,0.0000820784,0.00006485563,0.00005194331,0.000156846,0.0001684695,0.0001616284,0.00002778472,0.00101045],"category_scores_gemma":[0.00006648751,0.00003297848,0.00003346265,0.0003833972,0.00006038061,0.0003669368,0.00007053754,0.00003719412,0.0009191074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001129621,"about_ca_system_score_gemma":0.000009052378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358813,"about_ca_topic_score_gemma":0.00002560938,"domain_scores_codex":[0.9993749,0.000001808435,0.0001346871,0.0001356608,0.0001859279,0.0001669804],"domain_scores_gemma":[0.9995415,0.00002352707,0.00006227081,0.0001841238,0.0001856366,0.000002934019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001203407,0.00003080914,0.0007000793,0.00001181905,0.000005661951,0.000001025065,0.000004177356,0.00002936806,0.002890774,0.9345444,0.02876293,0.03300696],"study_design_scores_gemma":[0.0009977346,0.000009052392,0.0856989,0.00006762495,0.0000311289,0.000003605635,0.0003104854,0.006701035,0.0003314815,0.01697612,0.8884656,0.0004072543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5803578,0.00001608214,0.01045698,0.04438635,0.0008790008,0.0001932864,4.59942e-7,0.0002212879,0.3634887],"genre_scores_gemma":[0.9943459,0.000001346742,0.00002084869,0.003392377,0.001106067,0.000007664686,0.000001350367,0.000009138792,0.001115329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9175683,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596229883196821,"score_gpt":0.1998825535490893,"score_spread":0.1739202547171211,"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."}}