{"id":"W2628916925","doi":"10.35608/ruraled.v38i1.231","title":"Successful Leadership in Rural Schools: Cultivating Collaboration","year":2018,"lang":"en","type":"article","venue":"The Rural Educator","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Government (linguistics); Public relations; Educational leadership; Rural community; Leadership; Pedagogy; Rural management; Sociology; Political science; Rural area; Leadership style; Rural development; Agriculture; Socioeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00686863,0.000291214,0.0002938319,0.001510885,0.00493123,0.004912531,0.0008962695,0.0007979836,0.0032143],"category_scores_gemma":[0.008831622,0.0002991899,0.0003665291,0.001075037,0.004309754,0.003489403,0.007906958,0.001299842,0.0007048774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648844,"about_ca_system_score_gemma":0.008577307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130417,"about_ca_topic_score_gemma":0.004669046,"domain_scores_codex":[0.9921126,0.005652091,0.0002171735,0.0003866353,0.0008304947,0.0008009752],"domain_scores_gemma":[0.9910558,0.003646523,0.001335982,0.0004105716,0.0009648751,0.002586186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007915428,0.0008939489,0.05326897,0.005046011,0.0001243658,0.002261881,0.2646581,0.0009209086,0.004880251,0.06449924,0.01596246,0.5874047],"study_design_scores_gemma":[0.0001199355,0.001150213,0.07378298,0.005378207,0.0001685986,0.003315952,0.3618396,0.001387148,0.002937502,0.07530471,0.4745061,0.0001091046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6389333,0.01706843,0.05580691,0.030736,0.0008400889,0.0007810643,0.00007260355,0.0005256596,0.2552359],"genre_scores_gemma":[0.9775268,0.005128557,0.0130538,0.0008852901,0.0000935491,0.0001164829,0.00002682904,0.00003151571,0.003137162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00686863,"threshold_uncertainty_score":0.03632522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655061470256104,"score_gpt":0.3423172143197949,"score_spread":0.2857665996172338,"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."}}