{"id":"W7047100852","doi":"","title":"Évaluation écotoxicologique d'une méthode de restauration de lacs eutrophes","year":2018,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chironomus riparius; Ceriodaphnia dubia; Daphnia pulex; Siltation; Aquatic environment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331031,0.001150543,0.0005458171,0.0007111049,0.0006660675,0.0006968603,0.0005024808,0.0006734918,0.00152912],"category_scores_gemma":[0.0008957641,0.0003940743,0.0005400682,0.0006486464,0.0005966321,0.0003169994,0.0004220569,0.0005561472,0.0004929888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295671,"about_ca_system_score_gemma":0.00116234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03002025,"about_ca_topic_score_gemma":0.05499521,"domain_scores_codex":[0.9986821,0.0002168592,0.00009588378,0.0002721817,0.0006053763,0.0001276193],"domain_scores_gemma":[0.9987539,0.0002105163,0.0001830644,0.0001053197,0.0006831442,0.00006400002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001222807,0.00004453158,0.0006344442,0.0002041191,0.00001969515,0.0000369544,0.00009440796,0.0001709287,0.9919739,0.00003504737,0.00005243751,0.006611272],"study_design_scores_gemma":[0.00001193911,0.00074705,0.007331753,0.0000225796,0.00005678795,0.00008602178,0.00008574454,0.0006573281,0.9875917,0.0000151957,0.00337742,0.00001661723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428805,0.004979256,0.04543921,0.000231919,0.0001105276,0.0007711202,0.0008526785,0.0002868426,0.004448015],"genre_scores_gemma":[0.8864435,0.007553521,0.07948042,0.0001815955,0.00003124084,0.0009368548,0.001164873,0.00018267,0.02402537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03002025,"threshold_uncertainty_score":0.05969107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577954040797998,"score_gpt":0.2037286103429882,"score_spread":0.1879490699350082,"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."}}