{"id":"W1972667212","doi":"10.1177/0261927x08330520","title":"Complex Health Communication","year":2009,"lang":"en","type":"article","venue":"Journal of Language and Social Psychology","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health communication; Dilemma; Psychological intervention; Key (lock); Association (psychology); Public relations; Psychology; Risk communication; Political science; Sociology; Engineering ethics; Medicine; Epistemology; Environmental health; Computer science; Psychiatry; Psychotherapist; Computer security; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003228369,0.00006263344,0.0002543334,0.00008463934,0.0002808192,0.00004425013,0.000124463,0.00002300344,0.0005173481],"category_scores_gemma":[0.00001248113,0.0000486774,0.00008000167,0.00002149159,0.0001987024,0.00009734072,0.00001191515,0.0001396202,0.00000474183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127129,"about_ca_system_score_gemma":0.00001171754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003688206,"about_ca_topic_score_gemma":0.0002170865,"domain_scores_codex":[0.9993498,0.0001125724,0.0002752292,0.00005523283,0.00009499426,0.0001121709],"domain_scores_gemma":[0.9994916,0.00002403363,0.000295794,0.00008272497,0.00007902545,0.00002677734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000427224,0.0001848124,0.00006676369,0.000008729561,0.0001686776,0.00003284083,0.5891957,2.209363e-7,0.0001530404,0.12462,0.1109775,0.174549],"study_design_scores_gemma":[0.002248805,0.001330914,0.02873887,0.00005667668,0.0001816242,0.000132443,0.4765457,0.000005876605,0.000006844061,0.02045841,0.4699442,0.0003495786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5869786,0.0223761,0.0001718504,0.1227094,0.0004666153,0.0001179563,0.00001786706,0.00003731499,0.2671244],"genre_scores_gemma":[0.9882745,0.0002991676,0.0001919958,0.01004275,0.0007278125,2.491861e-7,0.000004883156,0.00000384914,0.0004548445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4012959,"threshold_uncertainty_score":0.5664599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006508499933979,"score_gpt":0.4083163245943991,"score_spread":0.3382512395950594,"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."}}