{"id":"W2720791450","doi":"10.7202/1072826ar","title":"In Memory of Murray","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001789674,0.0006560648,0.0008398464,0.00106809,0.002557735,0.00689393,0.0017203,0.005775026,0.05820748],"category_scores_gemma":[0.02060193,0.0002380017,0.0003425099,0.001106435,0.002143207,0.003980763,0.003393179,0.009132034,0.0227993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121856,"about_ca_system_score_gemma":0.002983287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003071275,"about_ca_topic_score_gemma":0.006633234,"domain_scores_codex":[0.9982613,0.000362518,0.000103494,0.0003946492,0.0007108168,0.0001672392],"domain_scores_gemma":[0.9949809,0.001518343,0.0004672643,0.0002668749,0.001826222,0.0009404597],"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":[0.00001832531,0.000007931949,0.00008659388,0.000113118,0.000005166313,0.00007993882,0.0001960751,0.00001215155,0.00002890946,0.006551334,0.9720344,0.02086617],"study_design_scores_gemma":[0.000002922549,0.000005241614,0.0001077006,0.000136702,0.000003736066,0.0001129415,0.0002305533,0.00001716291,0.00004842606,0.002249989,0.9970785,0.000006110484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004147013,0.05353097,0.0003442404,0.5917584,0.3252605,0.00001070539,0.00009880795,0.00005532024,0.02852632],"genre_scores_gemma":[0.01682506,0.04528967,0.000488009,0.2946128,0.1643309,0.00005839547,0.0001197388,0.0001421013,0.4781333],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05820748,"threshold_uncertainty_score":0.1947234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309140340352542,"score_gpt":0.3899941679890492,"score_spread":0.259080133953795,"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."}}