{"id":"W2137438171","doi":"","title":"SMALL SCHOOLS IN RURAL SETTINGS: IMPACT OF A MULTI-SCHOOL MANAGEMENT APPROACH ON PUPILS, STAFF AND PARENTS","year":2012,"lang":"en","type":"article","venue":"International journal of innovation and applied studies","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"School climate; Principal (computer security); Student achievement; Psychology; Organisation climate; Medical education; Mathematics education; Academic achievement; Medicine; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001872991,0.0001801398,0.0002202543,0.0004406355,0.001859723,0.0008213698,0.0003711119,0.0004025012,0.003688105],"category_scores_gemma":[0.003840699,0.0002094445,0.0002247331,0.0004218754,0.0007418409,0.0005587134,0.001301231,0.0004123953,0.0002638431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864876,"about_ca_system_score_gemma":0.001393019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927231,"about_ca_topic_score_gemma":0.018021,"domain_scores_codex":[0.9980208,0.001311241,0.00005149338,0.0001093595,0.0002227294,0.0002844129],"domain_scores_gemma":[0.9960497,0.001171218,0.0008489633,0.0001631222,0.0002323331,0.00153463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006429632,0.002208571,0.8495193,0.0003208502,0.00007925581,0.002531657,0.04018396,0.0002684275,0.003692859,0.0004056038,0.001227925,0.09891868],"study_design_scores_gemma":[0.0000650345,0.002512111,0.9144908,0.00009587857,0.00003459719,0.000715193,0.0779054,0.0001260116,0.0003959069,0.0001244209,0.003516669,0.000017871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989392,0.00009691674,0.00004371548,0.0001764151,0.000003512709,0.00001467989,0.000005844733,0.000002253822,0.0007174772],"genre_scores_gemma":[0.9992874,0.0001348898,0.0001229969,0.00005305955,0.000005178094,0.00001934781,0.000007809352,0.000001135415,0.0003681588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004927231,"threshold_uncertainty_score":0.01233792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06656247118243452,"score_gpt":0.3897271458586193,"score_spread":0.3231646746761848,"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."}}