{"id":"W4307922289","doi":"10.3390/ijerph192114284","title":"Tensions and Paradoxes of Scaling Up: A Critical Reflection on Physical Activity Promotion","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Psychological intervention; Scale (ratio); Context (archaeology); Health promotion; Promotion (chess); Multidisciplinary approach; Public relations; Psychology; Public health; Medicine; Political science; Sociology; Nursing; Social science; Politics; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.006237353,0.00007016864,0.0001879043,0.0004877744,0.001062655,0.00002248186,0.0001918186,0.00003028085,0.0003145688],"category_scores_gemma":[0.001968772,0.00006144105,0.00003104422,0.000194998,0.0003092353,0.0003327971,0.0002775076,0.001078429,0.000005213494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000842553,"about_ca_system_score_gemma":0.0008299504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001498696,"about_ca_topic_score_gemma":0.00001036388,"domain_scores_codex":[0.9948553,0.002244333,0.0005024159,0.0001808087,0.001755606,0.0004614948],"domain_scores_gemma":[0.9964471,0.002445037,0.0003479565,0.0000890742,0.0001726842,0.00049818],"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":[0.002300499,0.007896871,0.1148942,0.000475127,0.0001796237,0.00005884042,0.05600388,0.00003561444,0.03098043,0.0364462,0.01120988,0.7395188],"study_design_scores_gemma":[0.004244684,0.0102949,0.8645755,0.0003019367,0.000007346341,0.0003244675,0.03654525,0.002110977,0.000474667,0.01332815,0.06753412,0.000257996],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107136,0.00002943041,0.0002191366,0.08812232,0.0003836611,0.0002589129,0.0001235754,0.000003942343,0.0001453851],"genre_scores_gemma":[0.9978417,0.0002536971,0.0001441255,0.001388114,0.0002387427,0.00003133043,0.00000400622,0.000007836355,0.00009040577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7496813,"threshold_uncertainty_score":0.817319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7389404507283238,"score_gpt":0.7105322210588186,"score_spread":0.02840822966950518,"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."}}