{"id":"W2400243035","doi":"10.35608/ruraled.v36i3.322","title":"The Lone Ranger in Rural Education: The Small Rural School Principal and Professional Development","year":2018,"lang":"en","type":"article","venue":"The Rural Educator","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Professional development; School district; Principal (computer security); State (computer science); Position (finance); Faculty development; Pedagogy; Rural area; Rural district; Sociology; Political science; Medical education; Business; Medicine; Socioeconomics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004655585,0.0001197136,0.0002303033,0.0008789502,0.007605531,0.004114276,0.0007632697,0.0008549307,0.005627583],"category_scores_gemma":[0.007716503,0.0002517305,0.0001535218,0.0006513846,0.003949027,0.002672208,0.004811739,0.00185849,0.0004334358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870625,"about_ca_system_score_gemma":0.01080918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01970685,"about_ca_topic_score_gemma":0.07589466,"domain_scores_codex":[0.9968573,0.002004988,0.0000606163,0.0002126717,0.0004019154,0.0004624865],"domain_scores_gemma":[0.9927578,0.001299318,0.0007053707,0.0001867331,0.0009548509,0.004095918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000178894,0.0005439328,0.3340846,0.0003237386,0.00002568511,0.002526078,0.3937696,0.0001085135,0.001560174,0.02705813,0.03891674,0.2009039],"study_design_scores_gemma":[0.0000312549,0.0003946602,0.159886,0.0003968393,0.00003150442,0.002025599,0.6391488,0.0003285965,0.0003405883,0.006421439,0.1909437,0.00005101825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769538,0.004219009,0.002044813,0.08672764,0.0004051815,0.00006993218,0.00003071107,0.00004936107,0.02949949],"genre_scores_gemma":[0.9881548,0.001115079,0.0008800357,0.002075561,0.00006902221,0.00003044088,0.00001171402,0.00001090536,0.007652514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01970685,"threshold_uncertainty_score":0.03918427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405467799814209,"score_gpt":0.271526897410671,"score_spread":0.2474722194125289,"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."}}