{"id":"W4410932081","doi":"10.47061/jasc.v5i1.10157","title":"On the Gifts and Perils of Choreography","year":2025,"lang":"en","type":"article","venue":"Journal of Awareness-Based Systems Change","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Choreography; Business; Computer science; Art; Visual arts; Dance","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":[],"consensus_categories":[],"category_scores_codex":[0.0006720753,0.0001194993,0.0003383993,0.0003743059,0.00009885125,0.00003622257,0.0002726614,0.00009015902,0.00008210704],"category_scores_gemma":[0.0000577627,0.00007780146,0.0001484626,0.0003186635,0.0001148083,0.0001030218,0.00001934374,0.0001747679,0.000004108724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002289057,"about_ca_system_score_gemma":0.00005932744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199286,"about_ca_topic_score_gemma":0.00000714295,"domain_scores_codex":[0.998938,0.0002044287,0.0003396911,0.0001081917,0.0002467117,0.0001629255],"domain_scores_gemma":[0.9986859,0.0003600293,0.0004635266,0.0002466285,0.0001802019,0.00006369423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005085462,0.002074029,0.7859455,0.002028982,0.00228349,0.0003053234,0.01538002,0.000170164,0.003026147,0.08124589,0.09020577,0.0122492],"study_design_scores_gemma":[0.005619286,0.00328407,0.9278974,0.004830673,0.0003488345,0.0001033506,0.008593435,0.0001301991,0.001993669,0.0007908006,0.04595596,0.0004523413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872469,0.005258,0.0004251759,0.001989173,0.001905632,0.0002417866,0.00003961749,0.000008388909,0.002885384],"genre_scores_gemma":[0.9987485,0.00005486274,0.000008074986,0.0008378731,0.000154514,0.000007870466,9.323059e-7,0.000006514043,0.000180884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419519,"threshold_uncertainty_score":0.3172651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06603989393688403,"score_gpt":0.3357176838729289,"score_spread":0.2696777899360449,"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."}}