{"id":"W2616682964","doi":"10.11575/prism/31661","title":"Research brief: Pre-service teacher education availability in rural Canadian communities","year":2017,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Service (business); Economic growth; Political science; Business; Public relations; Marketing; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003842995,0.0003596144,0.0005255716,0.003085101,0.01741626,0.00416832,0.002035804,0.001342914,0.01170965],"category_scores_gemma":[0.01222692,0.0004550677,0.0004171875,0.006453738,0.00217449,0.001787086,0.001768604,0.002512054,0.0007521298],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09557572,"about_ca_system_score_gemma":0.2560716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956902,"about_ca_topic_score_gemma":0.9984567,"domain_scores_codex":[0.9954769,0.0004047692,0.0002134329,0.0003740216,0.001809859,0.001721046],"domain_scores_gemma":[0.9764469,0.003064639,0.001451738,0.0003752775,0.01483516,0.003826341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004858516,0.001027198,0.2728291,0.00577976,0.00007754447,0.002024507,0.1564316,0.0008177568,0.001665788,0.01348991,0.2778113,0.2675597],"study_design_scores_gemma":[0.00004240364,0.0003399782,0.4182993,0.002165156,0.0001057469,0.0003530652,0.378172,0.0003065669,0.0006914914,0.0008593702,0.1985183,0.0001465563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6513622,0.01354741,0.0009846151,0.08414356,0.001703633,0.004420099,0.02701757,0.00008854865,0.2167324],"genre_scores_gemma":[0.8915997,0.01986317,0.0020613,0.01292934,0.000454373,0.001856723,0.004981741,0.00003679462,0.066217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9044243,"threshold_uncertainty_score":0.6934537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06050325859424495,"score_gpt":0.3477463660729288,"score_spread":0.2872431074786839,"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."}}