{"id":"W3012874721","doi":"10.17118/11143/18881","title":"Évaluation économique des impacts des changements climatiques sur les services écosystémiques du lac Saint-Pierre","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Geography; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001614335,0.0006321632,0.0007134606,0.0001995958,0.0006547592,0.000619699,0.0005914242,0.0004085735,0.004732187],"category_scores_gemma":[0.0001225819,0.0005886243,0.0001910218,0.0004273753,0.0003430061,0.002661503,0.0001352559,0.0003149087,0.002858019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103153,"about_ca_system_score_gemma":0.0002866574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07403783,"about_ca_topic_score_gemma":0.09806443,"domain_scores_codex":[0.9963857,0.000584917,0.0006973348,0.0007617991,0.0003146644,0.001255614],"domain_scores_gemma":[0.9978478,0.000414471,0.0004539233,0.0004708626,0.0003620376,0.000450888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001730676,0.0001591899,0.8581837,0.009025368,0.0001455185,0.00002665053,0.004801906,0.002352617,0.0002965746,0.0006758453,0.0009064998,0.1232531],"study_design_scores_gemma":[0.001605638,0.001471881,0.7224401,0.005692365,0.0001901605,0.00009700324,0.003195483,0.2315766,0.003200776,0.00729641,0.02194041,0.001293269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386431,0.05256481,0.0002196351,0.001217118,0.001151259,0.001014667,0.0002260853,0.0001817939,0.004781511],"genre_scores_gemma":[0.9684153,0.0240222,0.00369164,0.0006863063,0.0004918744,0.00002482972,0.0004620084,0.00005228133,0.002153541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292239,"threshold_uncertainty_score":0.9996565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206875107286098,"score_gpt":0.239346938136922,"score_spread":0.197278187064061,"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."}}