{"id":"W7099214170","doi":"","title":"Running head: ReView ReView: A Digital Video Player to Support Music Practice and Learning","year":2008,"lang":"en","type":"article","venue":"","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital video; Video production; Test (biology); Digital media; Online video; The arts","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005498225,0.0002062834,0.0003913679,0.00006131914,0.0002973167,0.00005543412,0.0001182273,0.00005599556,0.004737113],"category_scores_gemma":[0.00251281,0.0001724032,0.00006471652,0.0003818399,0.00006910431,0.000425193,0.0001067351,0.0004784248,0.003676761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001136233,"about_ca_system_score_gemma":0.00005692025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005914374,"about_ca_topic_score_gemma":0.000003195503,"domain_scores_codex":[0.9984201,0.0001595885,0.0003547565,0.0004851473,0.0002342027,0.0003461714],"domain_scores_gemma":[0.9988843,0.0003661312,0.0001512006,0.0001745617,0.0002425446,0.0001813078],"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":[0.0001511054,0.0002998508,0.008476621,0.00428313,0.0001622471,0.0006265916,0.006437833,0.000001170713,0.00002644063,0.0003865438,0.542819,0.4363295],"study_design_scores_gemma":[0.0002495829,0.0006153331,0.002425633,0.003690368,0.00007907132,0.001373991,0.0006989606,6.386161e-7,0.000005288485,0.000006749411,0.9905937,0.0002606836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05038358,0.3750433,0.001228697,0.01832732,0.0002944392,0.001306536,0.000006160723,0.0005065557,0.5529034],"genre_scores_gemma":[0.5342819,0.100541,0.001059077,0.2518626,0.0003444103,0.000311011,0.00006368024,0.0001027675,0.1114335],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4838983,"threshold_uncertainty_score":0.997099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07665130971040846,"score_gpt":0.4007517742374626,"score_spread":0.3241004645270542,"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."}}