{"id":"W6982996112","doi":"","title":"Learning environment and education leadership: A comparative study that includes British Columbia, Canada and Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Bureaucracy; Educational leadership; Relation (database); Kingdom; Narrative inquiry; Leadership style; Learning environment; Instructional leadership; Cultural diversity","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":[0.001364847,0.0004338842,0.0007371374,0.002433871,0.02169176,0.004160965,0.001160123,0.0009259771,0.00338336],"category_scores_gemma":[0.002262576,0.0004004436,0.0002647258,0.005947355,0.002770127,0.001165273,0.002122772,0.001411289,0.0003632441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03607291,"about_ca_system_score_gemma":0.05009758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860333,"about_ca_topic_score_gemma":0.9964126,"domain_scores_codex":[0.9984749,0.0002661858,0.00005894232,0.0001181326,0.0003303391,0.0007515575],"domain_scores_gemma":[0.9971021,0.0004778805,0.0001936004,0.00005763649,0.001368536,0.0008002626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002191972,0.000519569,0.2006058,0.0003986775,0.00004884309,0.004425911,0.7491272,0.0001413655,0.002046502,0.002160612,0.003176339,0.03713001],"study_design_scores_gemma":[0.000008463847,0.00006530559,0.118302,0.0002293753,0.00001845289,0.0003088518,0.8696165,0.00009359753,0.0001703298,0.00004918269,0.01110525,0.00003261484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931347,0.0006984239,0.00003511777,0.0003675886,0.00001186963,0.00003373249,0.0000759511,0.000002061568,0.005640529],"genre_scores_gemma":[0.9950719,0.001353364,0.0001368386,0.0003633855,0.000004337649,0.00002422059,0.00009218114,0.000006350092,0.002947266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03607291,"threshold_uncertainty_score":0.2617285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502821172511076,"score_gpt":0.2196689340163752,"score_spread":0.2046407222912645,"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."}}