{"id":"W2146861510","doi":"10.1123/jpah.2012-0178","title":"Designing Active Communities: A Coordinated Action Framework for Planners and Public Health Professionals","year":2014,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Community Health and Development","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Action (physics); Public health; Public relations; Psychology; Medicine; Political science; Nursing","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":[0.003984225,0.0001980015,0.0008365085,0.0002159889,0.002860167,0.00002849363,0.0001474764,0.000162354,0.00001036595],"category_scores_gemma":[0.0005932917,0.0001588474,0.00007479504,0.0001970625,0.00009700408,0.0004637371,0.0001237549,0.002164361,0.000001821417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937803,"about_ca_system_score_gemma":0.002408811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009597355,"about_ca_topic_score_gemma":0.0005261644,"domain_scores_codex":[0.9958382,0.00242305,0.000579228,0.0001425638,0.0002802619,0.0007366562],"domain_scores_gemma":[0.991235,0.00595234,0.00142474,0.0001767671,0.0003536854,0.000857434],"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":[0.002918766,0.003071086,0.00879305,0.00726509,0.0002258443,0.000001046899,0.1638101,0.000009178312,0.0001835643,0.04495634,0.01011329,0.7586526],"study_design_scores_gemma":[0.01407988,0.02157223,0.3816379,0.01260232,0.00007998692,0.00006962001,0.3435938,0.008238145,0.0002494838,0.1202908,0.09625744,0.001328472],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8305698,0.0001732863,0.07067376,0.09675948,0.0003920392,0.001273421,0.0000272726,0.00003846741,0.0000924816],"genre_scores_gemma":[0.9839363,0.000346975,0.006064256,0.009064982,0.0004622361,0.00006137445,0.00001107625,0.00002205347,0.00003076106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7573241,"threshold_uncertainty_score":0.998438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.279020695498495,"score_gpt":0.5156585634754579,"score_spread":0.2366378679769629,"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."}}