{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01346713,0.001267124,0.0005151883,0.002670386,0.002615523,0.007742569,0.002624397,0.003112572,0.008526616],"category_scores_gemma":[0.02752457,0.0007289321,0.0009267883,0.001721897,0.005158583,0.006586617,0.004563514,0.00185111,0.00188256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004739578,"about_ca_system_score_gemma":0.004977806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00458252,"about_ca_topic_score_gemma":0.003656094,"domain_scores_codex":[0.9749404,0.01882427,0.00059937,0.001095947,0.003913344,0.0006268015],"domain_scores_gemma":[0.9799932,0.0156836,0.0007661169,0.001167712,0.001796109,0.0005933404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003646694,0.001216463,0.006343877,0.001797437,0.0001091508,0.0009094219,0.03310671,0.01984219,0.006160562,0.6144401,0.0113968,0.3043126],"study_design_scores_gemma":[0.000644139,0.002661245,0.004348628,0.002390737,0.0002504463,0.002573177,0.02245986,0.242352,0.01149783,0.4498512,0.2605552,0.0004155331],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02725567,0.0006577086,0.822973,0.005019542,0.0001872019,0.004273737,0.0001979312,0.0007516223,0.1386836],"genre_scores_gemma":[0.5148265,0.0008805975,0.4562336,0.0007868833,0.000100467,0.008129437,0.0002534086,0.0002249332,0.01856418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01346713,"threshold_uncertainty_score":0.07122183,"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."}}