{"id":"W2462596551","doi":"","title":"The occasional teacher. Part 1: teaching in a rural setting.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; Sociology","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":[0.002455391,0.0002358647,0.000202093,0.001291546,0.001230343,0.001272417,0.001061765,0.002689269,0.04754091],"category_scores_gemma":[0.00794083,0.0002562976,0.0001334027,0.002682964,0.00119225,0.002008846,0.001336765,0.001187206,0.005665673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441603,"about_ca_system_score_gemma":0.008576564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02424487,"about_ca_topic_score_gemma":0.08527422,"domain_scores_codex":[0.9985662,0.0005768803,0.0001335411,0.0001011955,0.0003815412,0.0002406206],"domain_scores_gemma":[0.9912315,0.003237593,0.001241597,0.0002304875,0.001372981,0.00268585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001623747,0.0001888293,0.006840631,0.002405075,0.000006143689,0.0002444861,0.002328488,0.0002259123,0.0008955724,0.01924757,0.7434523,0.2240027],"study_design_scores_gemma":[0.00003998978,0.0001944141,0.05252198,0.001785534,0.00001173409,0.0003435649,0.003272326,0.00007269541,0.0003570095,0.002227256,0.9391611,0.00001228508],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0285532,0.3288586,0.0008600248,0.4521971,0.01277872,0.0002279312,0.001948899,0.0001716691,0.1744038],"genre_scores_gemma":[0.2280528,0.2793875,0.001310208,0.02923938,0.01256293,0.000500044,0.001644145,0.00008959579,0.4472135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04754091,"threshold_uncertainty_score":0.1590402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924820417193381,"score_gpt":0.3230585384991453,"score_spread":0.2938103343272115,"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."}}