{"id":"W6996104429","doi":"","title":"Qualité du Milieu Marin Littoral. Bulletin de la surveillance 2020. Départements : Seine Maritime, Eure, Calvados, Manche","year":2021,"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":"Context (archaeology); Coastal zone; Fishing; Nova scotia","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":[0.003328376,0.001104482,0.0007183809,0.004641375,0.0003689269,0.001669051,0.000784185,0.0004564234,0.004976555],"category_scores_gemma":[0.003811808,0.0005003275,0.000775442,0.006280315,0.0002794666,0.0006820714,0.001043645,0.0006112168,0.002272335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00573472,"about_ca_system_score_gemma":0.005778008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5122941,"about_ca_topic_score_gemma":0.3727714,"domain_scores_codex":[0.9985581,0.0001852201,0.0001972839,0.0001768818,0.0007791391,0.0001034815],"domain_scores_gemma":[0.9966112,0.0003424057,0.0005331789,0.0001672467,0.002013811,0.0003320773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003825793,0.0001638878,0.3186944,0.002911384,0.0004963391,0.0001506401,0.001377239,0.00296928,0.003490156,0.002743096,0.3661439,0.3004772],"study_design_scores_gemma":[0.00002929071,0.00009070597,0.7472038,0.0005187923,0.00008890339,0.0000767974,0.0006515275,0.0009949935,0.001530789,0.0003476015,0.2484325,0.00003428629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09223591,0.03421973,0.005702995,0.004331373,0.001323387,0.0003919702,0.7961408,0.001009795,0.06464401],"genre_scores_gemma":[0.2136754,0.01851314,0.02508839,0.0007132679,0.0002243969,0.001256568,0.6875894,0.0003112068,0.05262823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5122941,"threshold_uncertainty_score":0.9811563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677803265803706,"score_gpt":0.3180088395233306,"score_spread":0.2812308068652936,"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."}}