{"id":"W2116153771","doi":"10.22605/rrh622","title":"The development of the Canadian Rural Health Research Society: creating capacity through connection","year":2007,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Connection (principal bundle); Capacity development; Rural area; Economic growth; Engineering ethics; Political science; Public relations; Medicine; Environmental planning; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01263484,0.0001786451,0.0003589463,0.00005203632,0.0204864,0.00002138942,0.0002682358,0.0002332206,0.00001974185],"category_scores_gemma":[0.0002786646,0.00009979177,0.00007166425,0.000671825,0.0004029619,0.00008050617,0.0001499554,0.00155833,0.00001938168],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003060729,"about_ca_system_score_gemma":0.007011571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7529585,"about_ca_topic_score_gemma":0.9257625,"domain_scores_codex":[0.9943761,0.0013636,0.001217825,0.0002268874,0.0007000731,0.002115575],"domain_scores_gemma":[0.9968888,0.001137565,0.0005184545,0.000366507,0.0003975221,0.0006911857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001869532,0.00005963443,0.04519369,0.00305662,0.00007692548,9.103673e-7,0.2868091,0.000006977107,0.00005338213,0.03025973,0.04436745,0.5899286],"study_design_scores_gemma":[0.0009765623,0.0003123991,0.3076233,0.004637745,0.000005137575,0.00001526099,0.237017,0.0003907489,0.0000836477,0.006297296,0.4423577,0.0002831233],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853583,0.003914218,0.0002168339,0.09568499,0.00148261,0.002808573,0.00001834462,0.0000729366,0.01044325],"genre_scores_gemma":[0.9838214,0.001828654,0.005356528,0.006621738,0.000382971,0.000008468322,0.00001239632,0.00002563037,0.001942236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5896455,"threshold_uncertainty_score":0.9986178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1723025935064043,"score_gpt":0.4834127525565678,"score_spread":0.3111101590501635,"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."}}