{"id":"W7014825794","doi":"","title":"Qualité du Milieu Marin Littoral 2017. Bulletin de la surveillance 2017. Laboratoire Environnement Ressources du Morbihan/Pays de Loire. Départements de la Loire-Atlantique et de Vendée nord","year":2018,"lang":"fr","type":"article","venue":"Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Pacific ocean; Urban 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01385807,0.0003952885,0.0004421758,0.0002953328,0.001382163,0.0001274066,0.001224275,0.0002736313,0.0006045303],"category_scores_gemma":[0.004482538,0.0003671423,0.0003075826,0.0005953208,0.009048865,0.0004293038,0.0007204966,0.0007803905,0.00007316599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229309,"about_ca_system_score_gemma":0.001376984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02814941,"about_ca_topic_score_gemma":0.006111888,"domain_scores_codex":[0.9904014,0.005590481,0.0008634206,0.0006671518,0.001443493,0.001034064],"domain_scores_gemma":[0.9959533,0.002139681,0.0004805286,0.0006570661,0.0003450835,0.0004244004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001978187,0.004135439,0.3671786,0.001720264,0.0007830482,0.0001228592,0.01539913,0.07622254,0.1395141,0.2178593,0.1441694,0.03091712],"study_design_scores_gemma":[0.001721393,0.0006178291,0.287855,0.0004572885,0.00004589465,0.0001022396,0.0003948326,0.007939441,0.01967447,0.01850911,0.6622652,0.0004172963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707908,0.0006646753,0.09497349,0.008014635,0.0007888919,0.00116728,0.001560471,0.00003954514,0.02200014],"genre_scores_gemma":[0.9100122,0.001900098,0.08482498,0.0003314336,0.000612724,0.0003103435,0.0001456976,0.00004019297,0.001822323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180957,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05023705695711022,"score_gpt":0.3779473256239582,"score_spread":0.3277102686668479,"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."}}