{"id":"W4415836125","doi":"10.1108/he-07-2025-0119","title":"Health education teachers' views on supports and barriers to health education programs","year":2025,"lang":"en","type":"article","venue":"Health Education","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Thematic analysis; Reflexivity; Health education; Scale (ratio); Resource (disambiguation); Value (mathematics); Professional development; Health educators","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004478456,0.0005197099,0.0008720014,0.001306897,0.003675727,0.00008483134,0.0003036654,0.0003438783,0.0001973613],"category_scores_gemma":[0.001090315,0.0005450177,0.00008792672,0.001694976,0.00008036606,0.0003486733,0.00005718501,0.001293108,0.0003276215],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006725069,"about_ca_system_score_gemma":0.1666037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01823752,"about_ca_topic_score_gemma":0.003527952,"domain_scores_codex":[0.9918699,0.002483692,0.002132067,0.001245278,0.0005221628,0.001746869],"domain_scores_gemma":[0.9929046,0.0002738547,0.00135526,0.001128244,0.0005845299,0.003753479],"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":[0.00006228844,0.0008313028,0.02789706,0.001608415,0.000005965457,1.422485e-8,0.02027941,5.444172e-7,0.000001212784,0.003237429,0.464469,0.4816074],"study_design_scores_gemma":[0.000443656,0.0008753249,0.1456287,0.005060701,0.00001332665,0.000005122498,0.05649232,0.000009326282,0.000002868174,0.001754627,0.7893818,0.0003321944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2161242,0.01401773,0.0003078903,0.7144229,0.03257317,0.0140732,0.00002370386,0.0004439398,0.008013318],"genre_scores_gemma":[0.4804382,0.00286804,0.007592225,0.4646369,0.003117808,0.009288371,0.002138268,0.0001563278,0.02976384],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4812752,"threshold_uncertainty_score":0.9997001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06244559044360461,"score_gpt":0.5214291694855963,"score_spread":0.4589835790419917,"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."}}