{"id":"W4230779695","doi":"10.7202/1003582ar","title":"Index: Volume 45","year":2010,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Humanities; Political science; Library science; Management; Psychology; Philosophy; Geography; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008777965,0.001953815,0.001506755,0.005379521,0.002165954,0.009656194,0.001750022,0.00198564,0.8265565],"category_scores_gemma":[0.004334468,0.0006377383,0.000897188,0.005023464,0.0008620301,0.004232793,0.003665305,0.001771345,0.7975915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918506,"about_ca_system_score_gemma":0.002399504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003480747,"about_ca_topic_score_gemma":0.003880971,"domain_scores_codex":[0.9986867,0.0001464455,0.0001283829,0.0002377475,0.0006505622,0.0001502352],"domain_scores_gemma":[0.9973417,0.000319952,0.000143974,0.0003130994,0.001222911,0.0006583531],"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":[0.00003451276,0.00003862092,0.0002080024,0.000254077,0.000003724816,0.00003611316,0.00004580236,0.0000476361,0.0002000643,0.0024316,0.9231287,0.07357128],"study_design_scores_gemma":[0.000005585076,0.00001369412,0.0004160868,0.0001676674,0.000001630888,0.00005156504,0.00003914864,0.00002399456,0.00004593231,0.0006878135,0.9985427,0.000004304016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005195495,0.005170064,0.0006212279,0.002452542,0.01190131,0.0002977746,0.005794948,0.0008879973,0.9723546],"genre_scores_gemma":[0.001334636,0.002630166,0.0002480528,0.0005510051,0.002179909,0.00009103909,0.002288084,0.0002321634,0.990445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1734435,"threshold_uncertainty_score":0.2473961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.470321445132059,"score_gpt":0.4807250130694307,"score_spread":0.01040356793737168,"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."}}