{"id":"W2753194204","doi":"","title":"Griffiths, D., & Lowrey, S. (Eds.). (2017). The principal reader: Narratives of experience. Burlington, ON, Canada: Word & Deed Publishing.","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deed; Publishing; Narrative; Principal (computer security); Word (group theory); Media studies; Sociology; Linguistics; History; Political science; Art; Literature; Philosophy; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00206096,0.001101519,0.0006884536,0.003535192,0.00248571,0.006363715,0.001112737,0.001714234,0.02452654],"category_scores_gemma":[0.004059056,0.0008770557,0.000357617,0.005507249,0.003255272,0.007060007,0.002233732,0.002214178,0.01488731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002923505,"about_ca_system_score_gemma":0.00819815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07879044,"about_ca_topic_score_gemma":0.1787695,"domain_scores_codex":[0.9991875,0.0001883088,0.00007538019,0.00007154299,0.0003904731,0.0000868061],"domain_scores_gemma":[0.9971519,0.001438144,0.0002366024,0.00009818449,0.0006013181,0.0004738811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003204215,0.00002008185,0.0009784771,0.001671772,0.000007733241,0.0002249544,0.02133729,0.0001147574,0.0003089078,0.008687671,0.5454714,0.421145],"study_design_scores_gemma":[0.000003667811,0.00001332812,0.002515944,0.002368388,0.00001341999,0.0005648534,0.01128898,0.00002488134,0.0001791322,0.004093488,0.9789189,0.00001517431],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001905171,0.9122054,0.002002408,0.02396674,0.002490118,0.00002804242,0.0006524193,0.0001947413,0.05655492],"genre_scores_gemma":[0.01667832,0.921969,0.002772854,0.001345622,0.0005298399,0.00003159497,0.000407076,0.0001162629,0.05614949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07879044,"threshold_uncertainty_score":0.1566637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07016329291587309,"score_gpt":0.3940575554125474,"score_spread":0.3238942624966744,"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."}}