{"id":"W4248572228","doi":"10.3410/f.5434956.5393055","title":"Faculty Opinions recommendation of Groundfish overfishing, diatom decline, and the marine silica cycle: Lessons from Saanich Inlet, Canada, and the Baltic Sea cod crash.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Overfishing; Groundfish; Oceanography; Inlet; Diatom; Fishery; Crash; Baltic sea; Environmental science; Geography; Biology; Geology; Fishing; Fisheries management; Computer science","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":[0.001220787,0.001324969,0.001076411,0.003527659,0.0006896838,0.001745149,0.002525289,0.001766464,0.02092158],"category_scores_gemma":[0.009935373,0.0005875452,0.001114875,0.009406398,0.0002558376,0.001060106,0.001437863,0.001573797,0.01577591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003908605,"about_ca_system_score_gemma":0.00950068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5810302,"about_ca_topic_score_gemma":0.7583095,"domain_scores_codex":[0.9991234,0.00009683963,0.0001053348,0.0001981729,0.000326507,0.0001498542],"domain_scores_gemma":[0.9946318,0.000949099,0.0008519603,0.0007019607,0.002185605,0.0006797145],"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":[0.00006179116,0.00001343514,0.006993461,0.0003150888,0.0000622638,0.00001465294,0.00001770992,0.0002509617,0.00002718133,0.0001647958,0.9895752,0.002503542],"study_design_scores_gemma":[0.000423407,0.0000197262,0.1441858,0.0007087428,0.000177705,0.00007038321,0.0002724025,0.00118703,0.0003240673,0.000814099,0.8517541,0.00006257565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003406066,0.00009883707,0.00001706914,0.0001536288,0.00001820563,0.000003673325,0.998794,0.00004994895,0.0005240249],"genre_scores_gemma":[0.001397272,0.0001373843,0.0001089499,0.00006990853,0.00001142417,0.00002644673,0.9970312,0.00002253384,0.001194796],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4189698,"threshold_uncertainty_score":0.8428743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408910793123968,"score_gpt":0.3043106195930772,"score_spread":0.2902215116618375,"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."}}