{"id":"W2374450467","doi":"10.1007/978-3-319-23347-5_5","title":"Arts-Inspired Performance Assessment Considerations for Educational Leaders","year":2015,"lang":"en","type":"book-chapter","venue":"The enabling power of assessment","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"The arts; Engineering ethics; Political science; Sociology; Mathematics education; Engineering; Visual arts; Psychology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004196457,0.0005941202,0.000288836,0.001118119,0.003001775,0.009004714,0.001386747,0.002073863,0.01422124],"category_scores_gemma":[0.01223562,0.000186714,0.0002330449,0.0007892328,0.006915581,0.005784224,0.003442935,0.00379973,0.002032219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002738783,"about_ca_system_score_gemma":0.003418879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736091,"about_ca_topic_score_gemma":0.008469808,"domain_scores_codex":[0.9966195,0.001745687,0.0001029181,0.0001967201,0.001071692,0.000263586],"domain_scores_gemma":[0.9959002,0.002580067,0.0001198506,0.0001466464,0.0008651445,0.0003880214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001786479,0.00004397549,0.000430861,0.00006856836,0.000002336856,0.00008425031,0.003182908,0.0008006383,0.0002004491,0.9093332,0.01917618,0.0666587],"study_design_scores_gemma":[0.000008517608,0.00004847347,0.001089934,0.0004287561,0.000005893957,0.00017055,0.007420159,0.003066457,0.0007676748,0.7809868,0.2059848,0.00002198953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01033755,0.004695396,0.04908484,0.04499762,0.001288584,0.00008735306,0.00004511885,0.0001961035,0.8892675],"genre_scores_gemma":[0.6882461,0.004243558,0.03460693,0.005127522,0.00154688,0.0002356773,0.00006825735,0.0001498682,0.2657754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01422124,"threshold_uncertainty_score":0.0475747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807569047820749,"score_gpt":0.3365167570599982,"score_spread":0.1557598522779233,"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."}}