{"id":"W2732290694","doi":"10.5296/jas.v5i2.11455","title":"The Co-construction of Agricultural Policies as a Bottom-up Adaptation Strategy to Climate Change and Variability (CCV) in the Regional County Municipality (RCM) of Haut-Richelieu, Québec","year":2017,"lang":"en","type":"article","venue":"Journal of Agricultural Studies","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada); Université de Montréal; University of Guelph; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Agriculture; Adaptation (eye); Adaptive capacity; Environmental resource management; Geography; Business; Environmental science; Ecology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002051576,0.0001549649,0.0001484263,0.0003945912,0.004500343,0.002751365,0.0007661234,0.0006775967,0.002302455],"category_scores_gemma":[0.002809573,0.0001217399,0.0001581825,0.0006662501,0.001826213,0.0005774978,0.001520928,0.0007239235,0.00008249669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03353073,"about_ca_system_score_gemma":0.03949353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8360384,"about_ca_topic_score_gemma":0.9268137,"domain_scores_codex":[0.9982954,0.0008917357,0.00002661941,0.000157433,0.0001749702,0.0004538863],"domain_scores_gemma":[0.9980974,0.0006470449,0.000150457,0.0001096339,0.0003891115,0.0006063313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000459777,0.001270203,0.3181357,0.0007117802,0.0001772669,0.005950913,0.1680055,0.02267538,0.01614656,0.09456951,0.02311213,0.3487853],"study_design_scores_gemma":[0.00006216422,0.0004076341,0.5236596,0.0003186095,0.00009493151,0.0002914111,0.2155383,0.01304986,0.002997403,0.006485919,0.2369749,0.0001191745],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588743,0.0005768485,0.002492959,0.005915269,0.00004475308,0.0002146123,0.0001085054,0.0000524582,0.03172021],"genre_scores_gemma":[0.9933885,0.0001084652,0.001541601,0.0001604917,0.000004045592,0.00004067553,0.00002300307,0.000005156794,0.004728124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1639616,"threshold_uncertainty_score":0.3298544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05192179190810455,"score_gpt":0.3040293550060179,"score_spread":0.2521075630979133,"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."}}