{"id":"W4394707943","doi":"","title":"Structure, functioning and evolution of exploited soft sediment benthic communities of the North Bay of Biscay continental shelf","year":2004,"lang":"fr","type":"preprint","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Continental shelf; Benthic zone; Oceanography; Sediment; Geology; Geography; Geomorphology","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":[0.0002232867,0.0002365831,0.0001871493,0.001334972,0.0006197843,0.000767122,0.0002252159,0.0002350509,0.0008245281],"category_scores_gemma":[0.0004246409,0.0001769446,0.0001417777,0.0009404772,0.0005238486,0.0002798265,0.0005603221,0.0001492703,0.0001565301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284816,"about_ca_system_score_gemma":0.0008397203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3235619,"about_ca_topic_score_gemma":0.5157146,"domain_scores_codex":[0.999874,0.00001938562,0.000007143919,0.00004192628,0.00002138067,0.00003623507],"domain_scores_gemma":[0.9996334,0.00003386884,0.0000918093,0.0000169473,0.0001223436,0.000101553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001133488,0.00002076952,0.9844706,0.00002463376,0.00005780298,0.00004780497,0.001393048,0.0002776801,0.007208573,0.00006843959,0.0000881719,0.00622919],"study_design_scores_gemma":[5.029873e-7,0.000008900872,0.9995042,0.000002561171,0.00000319293,0.000008556139,0.0002327068,0.00008412414,0.00003435677,0.000004865378,0.0001146272,0.000001400139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995195,0.0001089363,0.00002421533,0.000008213447,0.000001017773,0.000001953095,0.00008867605,0.000001548628,0.0002459357],"genre_scores_gemma":[0.9989412,0.000146308,0.0001219723,0.00001246756,0.000001330208,0.000006801024,0.000266139,0.000001507223,0.0005023506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3235619,"threshold_uncertainty_score":0.6433572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257059215334927,"score_gpt":0.2428306802587594,"score_spread":0.2202600881054101,"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."}}