{"id":"W2042211944","doi":"10.12927/hcpol..17571","title":"Joining the Conversation: Newspaper Journalists' Views on Working with Researchers","year":2005,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; BC Children's Hospital; British Columbia Institute of Technology; Children's & Women's Health Centre of British Columbia; University of British Columbia; BC Mental Health & Substance Use Services; Institute of Health Services and Policy Research","funders":"Department of Psychiatry, Faculty of Medicine, University of British Columbia; Canadian Institutes of Health Research; Health Canada; Michael Smith Health Research BC","keywords":"Newspaper; Public relations; Journalism; Relevance (law); Conversation; Context (archaeology); Technical Journalism; News media; Political science; Sociology; Psychology; Media studies","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005412049,0.0002221757,0.0002985969,0.000389715,0.002904397,0.0000593102,0.000495598,0.0001487061,0.001059628],"category_scores_gemma":[0.001777298,0.0001399722,0.00005464686,0.001422248,0.0001886841,0.0002632567,0.0001060564,0.001728617,0.001444017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632499,"about_ca_system_score_gemma":0.005019974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008529635,"about_ca_topic_score_gemma":0.01392791,"domain_scores_codex":[0.9925852,0.003219837,0.00103793,0.0004039867,0.001098279,0.001654765],"domain_scores_gemma":[0.9947226,0.002809494,0.0005778559,0.0006992198,0.0003768118,0.0008140167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004300102,0.00005547493,0.09077748,0.0005207289,0.00004621997,0.0000148108,0.3377321,0.0001730896,0.0000702914,0.1078617,0.2758002,0.1865178],"study_design_scores_gemma":[0.0009549384,0.0001695575,0.02256575,0.0003657571,0.000003796741,0.00001186538,0.01228872,0.0001012923,0.00001293917,0.0002458588,0.9631295,0.0001500459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03659256,0.0001202158,0.0001487698,0.9401882,0.0002492802,0.0014731,0.00002009206,0.0001102497,0.02109753],"genre_scores_gemma":[0.5784196,0.0001874404,0.0009435316,0.4148928,0.003026836,0.0002555905,0.000005299663,0.00003761119,0.002231284],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6873292,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8725671851064519,"score_gpt":0.7078048212652974,"score_spread":0.1647623638411545,"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."}}