{"id":"W1875892171","doi":"","title":"Diagnose écologique du lac Touradi","year":2006,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Geography; Art","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":[0.0006468457,0.0005871285,0.000467856,0.005067037,0.00173037,0.001923038,0.0005924809,0.0006278585,0.003352893],"category_scores_gemma":[0.001531808,0.0003222042,0.0003987934,0.003606789,0.0008143721,0.0005153561,0.001161197,0.0004378274,0.0009090534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003898795,"about_ca_system_score_gemma":0.003486132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2881222,"about_ca_topic_score_gemma":0.5661661,"domain_scores_codex":[0.9992048,0.00006955697,0.00003891239,0.0001334963,0.0003673147,0.0001858241],"domain_scores_gemma":[0.9986836,0.0001870115,0.0002294109,0.00004393396,0.0006867671,0.0001691969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003748696,0.00005692021,0.8534859,0.0007276448,0.0000940607,0.004925489,0.01253554,0.003946504,0.06174269,0.0006146598,0.002068639,0.05942708],"study_design_scores_gemma":[0.00000651967,0.0001371412,0.9649921,0.0001083919,0.00004595246,0.0008542032,0.008670942,0.002031672,0.004211355,0.00009665153,0.01880078,0.00004430941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854299,0.0008656268,0.001605624,0.0002033407,0.00001621423,0.000127949,0.002113855,0.0001603276,0.009477106],"genre_scores_gemma":[0.9803811,0.000712715,0.00632222,0.00006499876,0.0000116912,0.0001215493,0.001997439,0.00003227931,0.01035606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7118778,"threshold_uncertainty_score":0.5728903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007100824463440604,"score_gpt":0.1659878169461865,"score_spread":0.1588869924827459,"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."}}