{"id":"W2525453875","doi":"10.4000/vertigo.17684","title":"La prolifération des cyanobactéries au Québec : une perspective de sciences sociales sur le risque et la gestion","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007670459,0.0002006177,0.0001602329,0.00003358267,0.0007858077,0.0001115687,0.0001950267,0.0002092713,0.0003006511],"category_scores_gemma":[0.0002631574,0.0001604434,0.00009023183,0.0002336107,0.005256915,0.001352699,0.000130878,0.0001516959,0.0002701807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005456104,"about_ca_system_score_gemma":0.001664477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4625102,"about_ca_topic_score_gemma":0.2777671,"domain_scores_codex":[0.9978471,0.0008338461,0.0001785849,0.0003351243,0.0003439029,0.0004614276],"domain_scores_gemma":[0.9992311,0.0003943997,0.0001069617,0.0001051679,0.00001217567,0.0001501809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003106747,0.0005291788,0.8449993,0.00001950885,0.00003829845,0.00001086826,0.02132728,0.0001960075,0.04486587,0.06254785,0.0003410702,0.02509373],"study_design_scores_gemma":[0.0004847686,0.0001825424,0.954386,0.000146246,0.00003396068,0.00001451455,0.005303958,0.00006451395,0.00854962,0.02598892,0.004581362,0.0002635777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447557,0.0003511516,0.002661295,0.01726721,0.0001241131,0.0001793024,0.00003024341,0.00004022617,0.03459076],"genre_scores_gemma":[0.9936396,0.0005604914,0.0009929794,0.0001724592,0.00008863006,0.00002156309,0.000001632934,0.00001923068,0.004503339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847431,"threshold_uncertainty_score":0.9983618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039544883327643,"score_gpt":0.2984440937699402,"score_spread":0.2680486449366638,"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."}}