{"id":"W2159707493","doi":"10.26522/brocked.v22i1.306","title":"Honouring Roles: The Story of a Principal and a Student","year":2012,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Principal (computer security); Narrative; Set (abstract data type); Psychology; Pedagogy; Mathematics education; Computer science; Linguistics","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":[0.005006846,0.001079256,0.0008614394,0.0008477108,0.01970324,0.008924858,0.00236701,0.005097958,0.001906062],"category_scores_gemma":[0.01465538,0.0008530632,0.0007011814,0.0009253316,0.0194403,0.009364994,0.00827454,0.01252545,0.0007405899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00405836,"about_ca_system_score_gemma":0.003436111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007948229,"about_ca_topic_score_gemma":0.009405616,"domain_scores_codex":[0.986811,0.01070884,0.0002214636,0.0004281761,0.0008784778,0.0009519621],"domain_scores_gemma":[0.9903861,0.005074205,0.0009339423,0.0003056217,0.0005606383,0.002739345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004474457,0.00004198375,0.001052461,0.00003854803,0.000004835433,0.002020203,0.9883028,0.00004919054,0.0003187564,0.005013879,0.001223253,0.001889437],"study_design_scores_gemma":[0.000009862006,0.0001172678,0.000757115,0.0001177523,0.000008425233,0.002202412,0.9555691,0.0002408446,0.0004105089,0.001645463,0.03889752,0.00002379175],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332027,0.001906555,0.005903753,0.03394927,0.0005352643,0.000170815,0.00009325202,0.0000820826,0.02415622],"genre_scores_gemma":[0.9879254,0.001082933,0.001068727,0.001434056,0.0001516278,0.00006556006,0.00002778414,0.00003779363,0.008206091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01970324,"threshold_uncertainty_score":0.02944559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08534110227064683,"score_gpt":0.4065141532872548,"score_spread":0.321173051016608,"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."}}