{"id":"W4413541938","doi":"10.64628/aap.nucfhu3hv","title":"Comprendre l’incidence de l’activité humaine sur le zooplancton est essentiel pour la protection des eaux des lacs","year":2024,"lang":"fr","type":"article","venue":"","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158693,0.0005609529,0.0004324235,0.0007334355,0.0003770877,0.001008163,0.0002224289,0.0009328324,0.00772021],"category_scores_gemma":[0.001809413,0.0001441016,0.0005430942,0.0003911951,0.0004795207,0.0005668473,0.0003390472,0.0006168425,0.0007594277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000617609,"about_ca_system_score_gemma":0.0005320984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008067309,"about_ca_topic_score_gemma":0.01290528,"domain_scores_codex":[0.9991803,0.0002830577,0.00003128005,0.0001287807,0.0002454901,0.0001310346],"domain_scores_gemma":[0.9975163,0.001332458,0.0003954557,0.0001213557,0.0004358313,0.0001985482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003013236,0.0008408034,0.2525294,0.0007629702,0.0005954501,0.000458399,0.0008961345,0.005266601,0.3946376,0.001376439,0.00153311,0.3380898],"study_design_scores_gemma":[0.00006100235,0.003926503,0.8365234,0.0002437264,0.0003701875,0.0007372639,0.001152059,0.00359432,0.1170034,0.0008068149,0.0355143,0.00006692453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750631,0.004503332,0.004701068,0.0005889881,0.0001620614,0.00003743083,0.0004515039,0.0001165876,0.01437602],"genre_scores_gemma":[0.9860011,0.001417796,0.002746068,0.0002304792,0.0001191685,0.00003866711,0.0002989417,0.00002252217,0.009125295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008067309,"threshold_uncertainty_score":0.02582663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375214604285604,"score_gpt":0.2340155150923678,"score_spread":0.2102633690495118,"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."}}