{"id":"W754137402","doi":"10.1177/153660061503600205","title":"E-Portfolios in Music and other Performing Arts Education: History through a Critique of Literature","year":2015,"lang":"en","type":"article","venue":"Journal of Historical Research in Music Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Music technology; Music education; Relevance (law); Multimedia; Computer science; Electronic music; Visual arts; Sociology; Pedagogy; Psychology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007958644,0.00009509498,0.0002369563,0.001003356,0.0001020953,0.0000494673,0.0002818875,0.0001769339,0.00009378515],"category_scores_gemma":[0.009929121,0.0000934761,0.00004431734,0.00127471,0.0002443724,0.001446213,0.00003135994,0.00103424,0.000002957396],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01344487,"about_ca_system_score_gemma":0.01532425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006223151,"about_ca_topic_score_gemma":0.001303017,"domain_scores_codex":[0.9965925,0.001158718,0.0006113543,0.0002057139,0.001146092,0.0002856837],"domain_scores_gemma":[0.9961628,0.0008214396,0.0004607565,0.0001860675,0.002138905,0.000230008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002111781,0.003115603,0.03204559,0.0001731278,0.00001240189,0.00001072159,0.4322889,0.000006866618,0.0004982357,0.03553503,0.4060734,0.09002899],"study_design_scores_gemma":[0.0002124238,0.0001687552,0.00314942,0.0004733209,0.000006794231,0.00002020399,0.02813555,0.000004794022,0.00002168603,0.04481529,0.9228973,0.00009448072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770586,0.03507359,0.00006260679,0.01111839,0.02665352,0.0005952938,5.352008e-7,0.000007815997,0.1559022],"genre_scores_gemma":[0.9864019,0.0007241088,0.005012163,0.0003260072,0.005619777,0.00004896311,9.774914e-7,0.00001612651,0.001849962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5168239,"threshold_uncertainty_score":0.9984106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.288741335386815,"score_gpt":0.5163149568104949,"score_spread":0.2275736214236799,"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."}}