{"id":"W2522257952","doi":"","title":"Using Cognitive Coaching to Build School Leadership Capacity: A Case Study in Alberta","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Coaching; Psychology; Cognition; Teacher leadership; Educational leadership; Component (thermodynamics); Medical education; Pedagogy; Applied psychology; Medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001200298,0.0001925454,0.0002570648,0.00111286,0.0001759695,0.00006814977,0.0002745053,0.0001240166,0.0011736],"category_scores_gemma":[0.001973927,0.0001737056,0.00006771502,0.0006941289,0.0000588269,0.0002888698,0.00000614093,0.0003351014,0.00007297812],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003980781,"about_ca_system_score_gemma":0.005699505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4098211,"about_ca_topic_score_gemma":0.891399,"domain_scores_codex":[0.9977459,0.0004982959,0.0006256421,0.0003498244,0.00007917434,0.0007011541],"domain_scores_gemma":[0.9963337,0.0004807021,0.000357117,0.0002668831,0.0005570016,0.002004601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005273567,0.0008308906,0.7864495,0.00002587558,0.0001183609,0.0005915993,0.1910642,0.00002142256,0.0002016007,0.003035257,0.003901,0.01370756],"study_design_scores_gemma":[0.0009793082,0.0004416485,0.5116016,0.0007044554,0.0001047544,0.01099237,0.4690502,0.000003731296,0.00001144199,0.001828724,0.003878094,0.0004036197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825674,0.00008380818,0.0002944981,0.01000901,0.004842429,0.0005060883,0.00001950527,0.000003524137,0.001673689],"genre_scores_gemma":[0.9939355,8.408838e-7,0.0004543219,0.002078211,0.0007461594,0.00007643256,0.000005282441,0.00002681042,0.002676424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4815779,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2953683282934329,"score_gpt":0.4114664286492349,"score_spread":0.116098100355802,"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."}}