{"id":"W7070764182","doi":"","title":"Qualité du Milieu Marin Littoral. Bulletin de la surveillance 2018. Départements de Seine-Maritime, Eure, Calvados et Manche","year":2019,"lang":"fr","type":"article","venue":"Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coastal zone; Nova scotia; Context (archaeology); West indies","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005507451,0.0003354065,0.0004032382,0.0002371379,0.0004461279,0.00007324255,0.001178058,0.0001407136,0.001016264],"category_scores_gemma":[0.001455075,0.0003040877,0.0003540293,0.0005702757,0.003297319,0.0004593782,0.002651487,0.0005984994,0.0002811665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006486691,"about_ca_system_score_gemma":0.000634301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03316463,"about_ca_topic_score_gemma":0.003734636,"domain_scores_codex":[0.9945143,0.001531887,0.0007934124,0.0006225977,0.001666636,0.000871144],"domain_scores_gemma":[0.9974254,0.001103526,0.0003189541,0.000642902,0.0002419111,0.0002672593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007371372,0.002606544,0.137301,0.002644139,0.000549653,0.00002801359,0.001997344,0.1229746,0.01689005,0.391773,0.2555173,0.06698121],"study_design_scores_gemma":[0.002001113,0.0004321322,0.2273438,0.000528074,0.00003849759,0.00001864634,0.0002105625,0.006992483,0.002086799,0.04703128,0.7129503,0.0003662726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6351817,0.001562275,0.08590751,0.06368814,0.00436986,0.007718466,0.00612349,0.00009235146,0.1953561],"genre_scores_gemma":[0.9598397,0.0007569701,0.02023156,0.0004407285,0.0002222646,0.0003079336,0.000387259,0.00003607545,0.01777749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457433,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700852594484933,"score_gpt":0.3254104303910563,"score_spread":0.288401904446207,"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."}}