{"id":"W2003702095","doi":"10.1016/j.socscimed.2011.10.016","title":"Social communication network analysis of the role of participatory research in the adoption of new fish consumption behaviors","year":2011,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Spouse; Methylmercury; Fish consumption; Citizen journalism; Consumption (sociology); Context (archaeology); Socioeconomics; Environmental health; Psychology; Sociology; Fish <Actinopterygii>; Fishery; Geography; Political science; Ecology; Medicine; Biology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004564505,0.00004750355,0.0001442101,0.00006962707,0.0003239491,0.000002550369,0.0006057601,0.0000423473,0.0005584398],"category_scores_gemma":[0.0001157784,0.0000305698,0.00005337696,0.002368691,0.005923684,0.0001106028,0.0001267956,0.0001501059,0.000001351724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183857,"about_ca_system_score_gemma":0.0000625064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004971966,"about_ca_topic_score_gemma":0.001129356,"domain_scores_codex":[0.9980761,0.0004549982,0.0003001907,0.0001352224,0.0008422281,0.0001912167],"domain_scores_gemma":[0.9993918,0.0000768091,0.0001947689,0.0002709311,0.0000297079,0.00003600423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001020614,0.0001278989,0.8954994,0.000002911783,0.000003981023,2.522638e-8,0.09710405,0.00002831148,0.001826271,0.001312382,0.0001787954,0.003905779],"study_design_scores_gemma":[0.00008925131,0.00002879937,0.9721916,0.000007039611,0.00006452204,4.890993e-8,0.02417894,0.00006024191,0.0004074748,0.0028303,0.0001159661,0.00002580017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956573,0.00003077565,0.000004577455,0.0008166454,0.00002571713,0.0002048736,0.000001207022,0.000001890773,0.003256989],"genre_scores_gemma":[0.9998442,0.0000151629,0.00001645543,0.00006982018,0.00002003341,0.00001136763,0.000002572038,0.000001707551,0.00001869728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07669223,"threshold_uncertainty_score":0.9967816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339567423388302,"score_gpt":0.4124783371030439,"score_spread":0.2785215947642137,"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."}}