{"id":"W1731079152","doi":"10.1186/s13104-015-1391-6","title":"An exploratory analysis of the nature of informal knowledge underlying theories of planned action used for public health oriented knowledge translation","year":2015,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Action (physics); Knowledge translation; Theory of planned behavior; Exploratory analysis; Translation (biology); Public health; Computer science; Knowledge management; Medicine; Data science; Psychology; Artificial intelligence; Pathology; Biology; Physics; Control (management)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09282505,0.0009640299,0.001283282,0.01089849,0.005713585,0.01143433,0.002644448,0.002114681,0.005300753],"category_scores_gemma":[0.2503501,0.000925892,0.001701656,0.01353457,0.01063611,0.01093606,0.0087287,0.00323788,0.0004291154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092539,"about_ca_system_score_gemma":0.01288109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090726,"about_ca_topic_score_gemma":0.004101935,"domain_scores_codex":[0.9060555,0.07435964,0.005369603,0.003290672,0.009167347,0.001757194],"domain_scores_gemma":[0.4849271,0.4777544,0.01093448,0.01048675,0.01476896,0.001128239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001222957,0.0001115987,0.01011296,0.002974617,0.00005831428,0.0009766779,0.8857185,0.0002758769,0.0005417958,0.04660809,0.00104683,0.05145241],"study_design_scores_gemma":[0.000114591,0.0002243588,0.01274479,0.008261912,0.0001457404,0.0005908631,0.8761735,0.002555982,0.001429984,0.0641394,0.03354109,0.0000778006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6920288,0.003853189,0.2187357,0.006741842,0.0004460624,0.01180081,0.001637526,0.0002555499,0.0645005],"genre_scores_gemma":[0.9048405,0.001724805,0.07588718,0.0008538199,0.00005220055,0.01300203,0.00067729,0.000126775,0.002835313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09282505,"threshold_uncertainty_score":0.4909117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9172992724736225,"score_gpt":0.7304511202909354,"score_spread":0.1868481521826871,"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."}}