{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001221997,0.00009692983,0.00009618403,0.00007380801,0.001213367,0.0002079655,0.000293438,0.00008480668,0.000625492],"category_scores_gemma":[0.000435682,0.0000741125,0.00002858849,0.00078273,0.0002425946,0.0003750215,0.00001174069,0.0001942394,0.0003707523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005745752,"about_ca_system_score_gemma":0.002541827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04092073,"about_ca_topic_score_gemma":0.02618506,"domain_scores_codex":[0.9986302,0.0003484612,0.0001843,0.0001104258,0.000251496,0.0004750772],"domain_scores_gemma":[0.9993134,0.0001462554,0.000102888,0.0001630484,0.000184527,0.00008990624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000793197,0.0001578151,0.2168175,0.0000227546,0.00001478435,4.753018e-7,0.7275512,0.000006294041,0.001170748,0.01607408,0.02559182,0.01251325],"study_design_scores_gemma":[0.0001652833,0.00004811527,0.01309369,0.00009389588,0.000007814279,6.562362e-7,0.9661204,0.00001796488,0.001289467,0.001561634,0.01742804,0.0001730126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633131,0.0001934749,0.000003848083,0.02867724,0.001585554,0.0003531669,0.000002996645,0.00004413035,0.005826469],"genre_scores_gemma":[0.9942046,0.00002599973,0.00008558506,0.0008399843,0.002493967,0.00003376703,0.00001198749,0.00001011745,0.002293993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2385692,"threshold_uncertainty_score":0.9915845,"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."}}