{"id":"W4411030930","doi":"10.7202/1116181ar","title":"Les systèmes aquatiques en manque d’oxygène","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004743141,0.0004520894,0.0006437436,0.0005931284,0.001384686,0.002607122,0.0007036783,0.0009534514,0.0038945],"category_scores_gemma":[0.000659328,0.0003895079,0.0005155433,0.0009665199,0.001030579,0.001799612,0.001587071,0.0008574279,0.0009252495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195773,"about_ca_system_score_gemma":0.001340723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241005,"about_ca_topic_score_gemma":0.01052202,"domain_scores_codex":[0.9992848,0.00009971541,0.0000414651,0.0002749033,0.0001964184,0.000102725],"domain_scores_gemma":[0.9996872,0.00004942999,0.0000796868,0.00004521184,0.0001028365,0.00003564045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004703814,0.0001148924,0.04799037,0.001772601,0.0003357126,0.0008055236,0.003419869,0.01141157,0.7948486,0.04948804,0.003350772,0.0859917],"study_design_scores_gemma":[0.00006583348,0.0008424547,0.174361,0.000249571,0.0003404552,0.00293789,0.005742986,0.02331783,0.293088,0.05040607,0.4483122,0.0003358434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7555026,0.0313159,0.1233524,0.004003215,0.0005883682,0.0002562013,0.002998721,0.001458693,0.08052399],"genre_scores_gemma":[0.9565107,0.006416406,0.01351221,0.0003664753,0.00006379662,0.0001194969,0.0009909448,0.00009279114,0.02192728],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01241005,"threshold_uncertainty_score":0.02467561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177461971930666,"score_gpt":0.2365897049364106,"score_spread":0.218843507743344,"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."}}