{"id":"W1506884828","doi":"","title":"Réponses des communautés de macroinvertébrés des ruisseaux aux activités forestières et au contexte environnemental à différentes échelles spatiales","year":2006,"lang":"fr","type":"article","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":["sts"],"category_scores_codex":[0.0005900399,0.0008472254,0.0007401179,0.0002119628,0.003865837,0.0002423392,0.001054893,0.0003745535,0.001814564],"category_scores_gemma":[0.0001676006,0.0009133462,0.0004560413,0.0004415362,0.005089567,0.001828733,0.0007787087,0.0005846845,0.0007358972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003485019,"about_ca_system_score_gemma":0.001124337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9332685,"about_ca_topic_score_gemma":0.985201,"domain_scores_codex":[0.9958921,0.0006402188,0.000684657,0.0008495083,0.0005943837,0.001339097],"domain_scores_gemma":[0.9976442,0.000617756,0.0004431847,0.0007549728,0.00006125501,0.0004785858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003108778,0.001620374,0.7385442,0.0003888014,0.0002595339,0.0002980164,0.01506271,0.1078181,0.005590377,0.1196382,0.001770423,0.008698369],"study_design_scores_gemma":[0.003371265,0.0004047119,0.7525061,0.0009045005,0.0003387325,0.0004503512,0.01166298,0.2058122,0.001585049,0.005435911,0.01614987,0.001378221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8335209,0.003270922,0.1526831,0.005472119,0.0004716801,0.0006105083,0.0005462602,0.0001638609,0.003260625],"genre_scores_gemma":[0.9884757,0.0006188593,0.003391939,0.0002654249,0.0002926619,0.00003617014,0.0001821075,0.00008374066,0.006653427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549548,"threshold_uncertainty_score":0.9993317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524350916104117,"score_gpt":0.2110074387372716,"score_spread":0.1957639295762304,"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."}}