{"id":"W2146553776","doi":"10.22230/cjc.2007v32n3a1966","title":"Communicating Health Information: The Community Engagement Model for Video Production","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Citizen journalism; Production (economics); Process (computing); Computer science; Participatory design; Community engagement; Business; Advertising; Public relations; Process management; Knowledge management; Multimedia; Political science; Engineering; World Wide Web; Operations management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01155007,0.00009558377,0.0001342775,0.0003774515,0.002103683,0.000256401,0.001037822,0.00003506497,0.000009900029],"category_scores_gemma":[0.0007802403,0.00008035317,0.00005588722,0.0005288687,0.00007378433,0.002229585,0.00007180498,0.0005954198,0.000009434999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186687,"about_ca_system_score_gemma":0.0003898041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01068578,"about_ca_topic_score_gemma":0.06541628,"domain_scores_codex":[0.9987407,0.0001011855,0.000736215,0.00004194544,0.000158113,0.0002218447],"domain_scores_gemma":[0.996389,0.0001794581,0.001220973,0.0009025122,0.001275582,0.00003245426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002566511,0.0001899103,0.007698879,0.0008560913,0.0001916923,5.191266e-7,0.04715249,0.02427552,0.0001979126,0.4110964,0.1258396,0.3822444],"study_design_scores_gemma":[0.0007493389,0.00005101829,0.01487324,0.0003021458,0.00006513612,0.00002159602,0.01384231,0.02805671,0.0001143972,0.04403561,0.8976119,0.0002765786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4200071,0.003254164,0.09745714,0.4584242,0.001720976,0.002684123,0.0000138274,0.00009995303,0.01633853],"genre_scores_gemma":[0.9714543,0.00003563046,0.004283055,0.02374492,0.0003456582,0.00001042518,0.00009714882,0.00001126877,0.00001760246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7717723,"threshold_uncertainty_score":0.9991955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104469611416872,"score_gpt":0.2935976292942102,"score_spread":0.1891280178773382,"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."}}