{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178985,0.0005753611,0.0005150766,0.0005701584,0.0009217589,0.001216798,0.0003692732,0.0007808376,0.00364993],"category_scores_gemma":[0.002880125,0.0002969191,0.0005699562,0.0005053735,0.0006357314,0.0005566725,0.0006451765,0.00062065,0.000613675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866572,"about_ca_system_score_gemma":0.001186219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3686848,"about_ca_topic_score_gemma":0.5347475,"domain_scores_codex":[0.9991795,0.000204894,0.00002630182,0.0002599149,0.0001469005,0.0001824476],"domain_scores_gemma":[0.9964628,0.001328992,0.0004380899,0.0002454536,0.0009243287,0.0006004901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164532,0.000230341,0.9415819,0.00005608047,0.0004522692,0.0001456759,0.003621825,0.001773229,0.03371166,0.0001433593,0.0003510651,0.01628717],"study_design_scores_gemma":[0.000004699623,0.00009121501,0.9981725,0.000002224832,0.00001233671,0.00001654135,0.0003811748,0.0004204333,0.0006088417,0.000009328684,0.000274711,0.000005923364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991388,0.000038322,0.00008628833,0.00001049358,0.000003356161,0.000005975031,0.000150469,0.000004780203,0.0005614747],"genre_scores_gemma":[0.9957385,0.00004970676,0.0002021379,0.00001922797,0.000007017967,0.00002291791,0.0003249084,0.000007945849,0.003627641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3686848,"threshold_uncertainty_score":0.7330775,"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."}}