{"id":"W2084379444","doi":"10.1080/10410236.2012.708632","title":"Applying the Extended Parallel Process Model to Workplace Safety Messages","year":2013,"lang":"en","type":"article","venue":"Health Communication","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Lethbridge","funders":"WorkSafe Victoria; Flinders University; University of Lethbridge","keywords":"Context (archaeology); Process (computing); Computer science; Workplace safety; Psychology; Applied psychology; Occupational safety and health; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008225213,0.0001182124,0.000168242,0.00006164495,0.0007888567,0.00003923422,0.0006772383,0.00008285016,0.0006293549],"category_scores_gemma":[0.00002497484,0.00009237209,0.00005422365,0.0002599036,0.00005125064,0.0001494332,0.0001001068,0.0004104487,0.0009179256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171666,"about_ca_system_score_gemma":0.0001082845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902424,"about_ca_topic_score_gemma":0.000452746,"domain_scores_codex":[0.99821,0.0004839851,0.0005263602,0.0002081792,0.0001522871,0.0004191559],"domain_scores_gemma":[0.9979763,0.0001168678,0.0002084859,0.001334395,0.0001388482,0.0002250765],"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":[0.0001735005,0.0006935758,0.001116971,0.0001070467,0.00001995272,1.674357e-7,0.01325976,0.001232793,0.00001055563,0.04386172,0.1403324,0.7991915],"study_design_scores_gemma":[0.004245347,0.001198757,0.6042344,0.001559216,0.00007291749,0.00004086693,0.03353525,0.05778497,0.0000208774,0.0347096,0.2611563,0.001441471],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1949353,0.02557805,0.1000079,0.5288256,0.001244652,0.03650799,0.00007983566,0.001204584,0.111616],"genre_scores_gemma":[0.9682199,0.0002947526,0.005306662,0.009295971,0.00002630941,0.01257124,0.00005167413,0.0000241716,0.004209324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7977501,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057983035500043,"score_gpt":0.4507071560905637,"score_spread":0.3449088525405594,"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."}}