{"id":"W2291078938","doi":"10.35608/ruraled.v35i2.354","title":"National Rural Education Association 106th Annual Conference and Research Symposium","year":2018,"lang":"en","type":"article","venue":"The Rural Educator","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Rural area; Rural management; Presentation (obstetrics); Theme (computing); Face (sociological concept); Political science; Economic growth; Pedagogy; Sociology; Medical education; Medicine; Rural development; Social science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009801443,0.00009995647,0.00008755585,0.00003677589,0.0009979523,0.0001800754,0.0002611377,0.00006069144,0.000585363],"category_scores_gemma":[0.0005358892,0.00003939687,0.00002567824,0.0006640187,0.0002941509,0.0002800576,0.0001224415,0.0001722469,0.0003617125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483048,"about_ca_system_score_gemma":0.0003355871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006750189,"about_ca_topic_score_gemma":0.0001318178,"domain_scores_codex":[0.9986771,0.0001511001,0.0001626451,0.0001594877,0.0005736005,0.0002761061],"domain_scores_gemma":[0.9968145,0.0004861029,0.0000976725,0.00005340904,0.002483921,0.00006438589],"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":[0.00004554166,0.0005162889,0.05162834,0.000008961505,0.0000775594,6.719112e-8,0.009562047,3.020739e-7,0.02688521,0.09533718,0.7769235,0.03901497],"study_design_scores_gemma":[0.0001047692,0.0002170798,0.6635118,0.00004749287,0.00001690212,0.000008769663,0.09876731,0.00001980786,0.0008401661,0.01740103,0.2188088,0.0002560336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240268,0.0001260842,1.634468e-7,0.06567556,0.001084266,0.0002029351,0.00004217017,0.00002910054,0.008812908],"genre_scores_gemma":[0.9860786,0.00006641397,0.0000450399,0.0006738062,0.002473864,0.00007504259,0.00006755236,0.000001066956,0.01051866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6118835,"threshold_uncertainty_score":0.7675543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182290687027975,"score_gpt":0.3422751365095534,"score_spread":0.2904522296392736,"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."}}