{"id":"W6989235720","doi":"","title":"Analyse socio-économique de la gestion des espèces floristiques exotiques envahissantes au Québec avec le roseau commun (Phragmites australis) en exemple","year":2023,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quantitative methodology; Social impact","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007211355,0.0005035998,0.0008158363,0.0001013343,0.001250375,0.00006295344,0.001559104,0.0009501988,0.0009265647],"category_scores_gemma":[0.0007320935,0.0002890958,0.0008227949,0.000355762,0.006128564,0.0003003791,0.0006204632,0.0005726356,0.00007965114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003423192,"about_ca_system_score_gemma":0.0005823318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.392678,"about_ca_topic_score_gemma":0.8758934,"domain_scores_codex":[0.9970628,0.001263848,0.0004828727,0.0005063079,0.0002083856,0.0004758099],"domain_scores_gemma":[0.9970341,0.001908747,0.000373078,0.0002286917,0.0002734057,0.0001820124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005763128,0.001599458,0.5140643,0.002916588,0.001755209,0.00008155584,0.01596022,0.006098819,0.3039406,0.1058999,0.00741998,0.03968707],"study_design_scores_gemma":[0.0004685789,0.000296942,0.8974325,0.003728125,0.000338777,0.00002725389,0.001649629,0.0006894975,0.02521082,0.002608062,0.0670156,0.0005341911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485446,0.01038541,0.001075969,0.003646621,0.0003107157,0.0005042845,0.0001709055,0.0002257718,0.03513573],"genre_scores_gemma":[0.9527646,0.004197444,0.002095609,0.0000287112,0.0003839733,0.000003040139,0.00003427566,0.00001919012,0.04047312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4832154,"threshold_uncertainty_score":0.9999867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491803849596786,"score_gpt":0.2154322258116824,"score_spread":0.1905141873157145,"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."}}