{"id":"W2025511209","doi":"10.1186/1472-6963-9-35","title":"An epistemic community comes and goes? Local and national expressions of heart health promotion in Canada","year":2009,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; McMaster University","funders":"Canadian Institutes of Health Research; Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Epistemic community; Nursing research; Promotion (chess); Politics; Health administration; Health promotion; Community health; Health informatics; Public relations; Public administration; Health policy; Political science; Sociology; Public health; Medicine; Nursing; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00628552,0.00007063326,0.0002558042,0.0001276044,0.001724383,0.00001858586,0.0001984489,0.00006124783,0.000007575102],"category_scores_gemma":[0.00005279755,0.00006751697,0.000008921297,0.000343557,0.000378744,0.0001248967,0.00006912532,0.0004260467,5.317693e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792524,"about_ca_system_score_gemma":0.005826569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9396907,"about_ca_topic_score_gemma":0.9935688,"domain_scores_codex":[0.9943365,0.004073538,0.0003233097,0.0001801623,0.0006147708,0.0004717536],"domain_scores_gemma":[0.998601,0.0006876655,0.00008798041,0.0001455245,0.0001936003,0.0002842565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009883398,0.0004700576,0.8578665,0.002023458,0.000007067779,0.000001535781,0.1230163,0.00002375933,0.00002789274,0.009277477,0.000505881,0.00668131],"study_design_scores_gemma":[0.000232677,0.0003825017,0.8916191,0.0002179495,3.335237e-7,0.000002214739,0.1031162,0.0002670808,0.000005256603,0.003522835,0.000582736,0.00005107677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756854,0.002152199,0.00001605347,0.02067524,0.00004012361,0.0004936306,0.00002237204,0.00001117654,0.0009037657],"genre_scores_gemma":[0.9980954,0.0005967346,0.0002391815,0.0009820069,0.00002138165,0.00001422045,0.00001275979,0.000003048853,0.00003525483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05387808,"threshold_uncertainty_score":0.9998094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219714853727902,"score_gpt":0.4831624236656573,"score_spread":0.361190938292867,"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."}}