{"id":"W6959574874","doi":"10.11575/jet.v29i2.52397","title":"Understanding Change in Education: Rural and Remote Regions of Canada","year":2018,"lang":"en","type":"article","venue":"University of Calgary","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rural area; Population; Work (physics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002842467,0.00002195718,0.00004979217,0.000007399749,0.00004841851,8.521951e-7,0.00004237543,0.00002389054,0.00005665603],"category_scores_gemma":[0.00000190114,0.00001172415,0.000008713006,0.00006933069,0.00008022021,0.00001545283,0.00002129149,0.00001827931,1.212639e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586837,"about_ca_system_score_gemma":0.0000293189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2794214,"about_ca_topic_score_gemma":0.7451679,"domain_scores_codex":[0.9998279,0.00001291646,0.00003079678,0.00004330901,0.000032597,0.00005250048],"domain_scores_gemma":[0.9999067,0.00001554681,0.00001999807,0.00001450928,0.00001926421,0.00002399811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003223904,0.0002140849,0.1630477,0.00007630577,0.00003160818,0.00004392776,0.006190902,4.121287e-7,0.1332488,0.0533744,0.01019608,0.6332534],"study_design_scores_gemma":[0.0002509089,0.0004063105,0.9613762,0.0001050307,0.00001306766,0.00001288071,0.008738529,0.0002272848,0.001113193,0.00452396,0.02307797,0.0001546744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922739,0.0001269667,0.00001307477,0.0008196252,0.00005158997,0.00003480966,0.000003191509,0.000001446476,0.006675355],"genre_scores_gemma":[0.999508,0.0001078406,0.0001031754,0.00005431282,0.00003067456,9.75122e-9,0.000004163486,9.345562e-8,0.0001917518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7983285,"threshold_uncertainty_score":0.725377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588734941318329,"score_gpt":0.2034527142381174,"score_spread":0.1575653648249341,"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."}}