{"id":"W3047381903","doi":"","title":"Deep Sea Shell Taphonomy: Interactive benthic experiments in hydrate environments of Barkley Canyon, Ocean Networks Canada.","year":2015,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Taphonomy; Canyon; Benthic zone; Deep sea; Geology; Oceanography; Shell (structure); Petroleum seep; Paleontology; Engineering; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002403262,0.0002623842,0.000352624,0.00002168811,0.00005664281,0.00003969139,0.000367895,0.0001543414,0.0001433968],"category_scores_gemma":[0.00004232977,0.0001326963,0.00005376785,0.0001533413,0.0000656657,0.0001563812,0.0001854497,0.000235151,0.000008094714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240925,"about_ca_system_score_gemma":0.0002013284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4032879,"about_ca_topic_score_gemma":0.7128311,"domain_scores_codex":[0.998209,0.0001284187,0.0004857075,0.0004327278,0.0002440113,0.0005001631],"domain_scores_gemma":[0.999238,0.00008199783,0.0002020114,0.0001031689,0.00007550088,0.0002993665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005624286,0.0009571099,0.4002146,0.0000166247,0.0001821708,0.000214942,0.001058904,0.02145584,0.5016967,0.0004559277,0.008707234,0.0644775],"study_design_scores_gemma":[0.0006076772,0.0003626471,0.9472872,0.00003355418,0.00001321068,0.000007868644,0.0009289875,0.004130414,0.03453119,0.0001533537,0.01145035,0.0004935432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964331,0.00013481,0.000009983249,0.0003747875,0.0004091507,0.0002212548,0.00002268635,0.00001207171,0.002382194],"genre_scores_gemma":[0.9988069,0.00005726417,0.00005625105,0.0002922145,0.0001894643,0.00001253201,0.0002372558,0.000002544597,0.000345556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5470726,"threshold_uncertainty_score":0.6006857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154469889712471,"score_gpt":0.221720515481995,"score_spread":0.2001758165848702,"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."}}