{"id":"W2810732174","doi":"10.1594/pangaea.820566","title":"Abundance of pteropods Population of Limacina helicina antarctica in the Scotia Sea collected from 1996 to 2010","year":2013,"lang":"en","type":"dataset","venue":"Figshare","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Nova scotia; Abundance (ecology); Population; Environmental science; Ocean acidification; Geography; Biology; Fishery; Geology; Seawater","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":[0.0003874464,0.0009463297,0.0005521149,0.002588925,0.0004673795,0.0005849983,0.0007001784,0.0003165775,0.00413279],"category_scores_gemma":[0.001110556,0.0004786257,0.0006670595,0.004700212,0.0001960321,0.0002278288,0.0007177623,0.0003269011,0.002126738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807872,"about_ca_system_score_gemma":0.00263661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5597769,"about_ca_topic_score_gemma":0.6739176,"domain_scores_codex":[0.9996887,0.00001955745,0.00004999594,0.00007152687,0.0000939719,0.0000761632],"domain_scores_gemma":[0.998794,0.00007255901,0.000372988,0.00009173597,0.0004952512,0.0001734645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005135008,0.00005055136,0.7905126,0.001568361,0.000770261,0.0003247948,0.0003536996,0.001549305,0.001215971,0.0001932222,0.19233,0.01061781],"study_design_scores_gemma":[0.00004642181,0.00001601209,0.9705635,0.0001192232,0.00006075773,0.00007989759,0.0001774864,0.0001503899,0.0001638918,0.00001455279,0.02859876,0.000009168568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05158196,0.0003567107,0.00006579162,0.00003484782,0.00002506017,0.0000401055,0.9463701,0.00005612732,0.001469403],"genre_scores_gemma":[0.1123322,0.0006454751,0.0003778923,0.000100319,0.00001389843,0.0002594025,0.8820174,0.00002466389,0.004228713],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5597769,"threshold_uncertainty_score":0.8856313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226191217662648,"score_gpt":0.2616051302935543,"score_spread":0.2393432181169278,"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."}}