{"id":"W1933827455","doi":"","title":"Principal Voices from Across Canada: Knowledge and Understanding","year":2015,"lang":"en","type":"article","venue":"Antistasis","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Political science; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007056785,0.0003754735,0.0007143517,0.004219886,0.02283209,0.01501636,0.002674705,0.002700973,0.005299411],"category_scores_gemma":[0.0193759,0.0005831614,0.0002894309,0.008733554,0.009553067,0.004830246,0.007164341,0.004736277,0.0003458022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07263264,"about_ca_system_score_gemma":0.2214478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983316,"about_ca_topic_score_gemma":0.992993,"domain_scores_codex":[0.98952,0.001751641,0.0003101037,0.0006879242,0.002906015,0.004824269],"domain_scores_gemma":[0.9761797,0.006350996,0.002356927,0.0004079667,0.008104853,0.006599542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005493018,0.00004658836,0.07989733,0.0003914197,0.00002696346,0.001119064,0.8445942,0.00007467347,0.0005118042,0.01031707,0.01931508,0.0436508],"study_design_scores_gemma":[0.000003658687,0.000009228515,0.03809902,0.0005395424,0.00001217617,0.0001238674,0.9270014,0.00004016318,0.00008587197,0.0007024177,0.0333618,0.00002088931],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7849554,0.02272849,0.0006318849,0.1171878,0.0007140807,0.000105274,0.0008271214,0.00002593079,0.07282408],"genre_scores_gemma":[0.9772804,0.008566595,0.0002119165,0.008144776,0.00009610569,0.00002838352,0.0001989194,0.00002329014,0.005449535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07263264,"threshold_uncertainty_score":0.5269892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3563181771573034,"score_gpt":0.4368526978565496,"score_spread":0.08053452069924616,"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."}}