{"id":"W4390904052","doi":"10.20355/jcie29593","title":"Honouring Songs for Professor Michael Marker","year":2023,"lang":"en","type":"article","venue":"Journal of Contemporary Issues in Education","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001428062,0.00008105731,0.0001828429,0.0003453112,0.000109072,0.0001625927,0.0001875168,0.00005579429,0.00006371416],"category_scores_gemma":[0.0003508171,0.00007140821,0.00007332843,0.00007193035,0.00003887263,0.001108677,0.00001801673,0.0002538864,0.00001114207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004302672,"about_ca_system_score_gemma":0.0003418396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007526203,"about_ca_topic_score_gemma":0.00002343119,"domain_scores_codex":[0.9990667,0.00006105215,0.0004888552,0.00008467393,0.0001523458,0.00014639],"domain_scores_gemma":[0.9990519,0.0001928913,0.0003751428,0.00007293531,0.0002620803,0.00004501929],"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":[0.00008531906,0.0001074146,0.005383607,0.0001588703,0.00002526144,0.000003594992,0.1044595,0.000005001052,0.00007861345,0.02010049,0.8608679,0.008724395],"study_design_scores_gemma":[0.000300614,0.00005146398,0.001076157,0.0004054402,0.00000662133,0.000005448434,0.07798697,0.00006461523,0.00006859488,0.009692988,0.9102497,0.00009145015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200958,0.004739465,0.00002033453,0.04717122,0.005259664,0.000298792,0.000009112609,0.00004953684,0.02235608],"genre_scores_gemma":[0.9552942,0.0001020177,0.0002431339,0.0002695917,0.004773795,0.00002151752,0.00001825569,0.00001817158,0.03925933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04938171,"threshold_uncertainty_score":0.2911942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05424524558017933,"score_gpt":0.3305973913461914,"score_spread":0.2763521457660121,"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."}}