{"id":"W2906047672","doi":"","title":"Communication in educational leadership in Canada: a qualitative case study","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communication source; Organizational communication; Process (computing); Public relations; Face (sociological concept); Qualitative research; Face-to-face; Psychology; Face-to-face interaction; Knowledge management; Political science; Computer science; Sociology; Communication; Telecommunications","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":[0.009113827,0.0004951009,0.0007557624,0.00230511,0.03626249,0.006010887,0.002818477,0.002364294,0.0034325],"category_scores_gemma":[0.01687144,0.0006195159,0.0004028891,0.005318546,0.01029992,0.001962593,0.004878801,0.00299639,0.0003139491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09049181,"about_ca_system_score_gemma":0.1240522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8944799,"about_ca_topic_score_gemma":0.9518716,"domain_scores_codex":[0.9877864,0.006050834,0.0003358918,0.000616613,0.0020171,0.003193118],"domain_scores_gemma":[0.980123,0.01077165,0.001253429,0.0004548426,0.003911761,0.003485253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003628262,0.00008919343,0.004735408,0.0001769289,0.000003060531,0.002878737,0.9788074,0.0001033754,0.0004440625,0.003066535,0.002296381,0.007362583],"study_design_scores_gemma":[0.000004825249,0.00003148441,0.003038661,0.0001575324,0.000003821733,0.000252185,0.9775409,0.00015246,0.0001953957,0.0001896468,0.01841717,0.00001581886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595855,0.001277916,0.001466678,0.008895872,0.0001553537,0.000681681,0.0003597826,0.00003060824,0.02754657],"genre_scores_gemma":[0.9842032,0.001407964,0.001222701,0.001571876,0.00002720574,0.0003070601,0.00008081771,0.00002870916,0.01115041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055201,"threshold_uncertainty_score":0.6565671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132379212764059,"score_gpt":0.3800114777398857,"score_spread":0.2476322649758267,"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."}}