{"id":"W6962637130","doi":"10.1684/agr.2015.0766/pdf","title":"Incidences des changements climatiques sur la compétitivité de quelques cultures du Québec","year":2015,"lang":"fr","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plant production; Crop production; Western europe; Production system (computer science); Deforestation (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001007978,0.0004561134,0.0006670863,0.0003041169,0.0002763344,0.0001092817,0.00104718,0.0006281863,0.0002289449],"category_scores_gemma":[0.001025597,0.0003733261,0.0002099405,0.001193873,0.003130189,0.001390975,0.001022483,0.0004708335,0.0002686636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723146,"about_ca_system_score_gemma":0.0003352037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2936833,"about_ca_topic_score_gemma":0.1579321,"domain_scores_codex":[0.9972324,0.000162615,0.0006931922,0.0006074714,0.0005246795,0.0007795928],"domain_scores_gemma":[0.9984252,0.00005991227,0.0005121645,0.0005234524,0.0002302894,0.0002489719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002515486,0.0004128695,0.8948836,0.0004314581,0.0004001461,0.0002089918,0.002635157,0.001982092,0.006218377,0.01452097,0.00810867,0.07017256],"study_design_scores_gemma":[0.001022524,0.0004840225,0.1909403,0.001554682,0.0004649332,0.0002312084,0.005445889,0.001276163,0.03069805,0.009073961,0.757625,0.001183235],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605081,0.01324411,0.0006207072,0.01649144,0.0005560034,0.0004566587,0.00001700446,0.0003308314,0.007775144],"genre_scores_gemma":[0.9788728,0.002141129,0.01562925,0.0001406719,0.0002857956,0.00008704681,0.000006842981,0.00002738562,0.002809134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7495163,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584219487956514,"score_gpt":0.2422279409921085,"score_spread":0.2263857461125433,"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."}}