{"id":"W3076819833","doi":"10.1201/9781003077633-5","title":"Studies on decapod crustaceans of the Pacific coast of the United States and Canada","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crustacean; Oceanography; Fishery; Geography; Biology; Geology","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":[0.0001626269,0.0004470829,0.0001577923,0.004081932,0.002740418,0.0009536811,0.0004957349,0.0001723637,0.01036124],"category_scores_gemma":[0.0004349828,0.0002040338,0.0001499849,0.007451317,0.000541696,0.0004153904,0.0004506048,0.0003077325,0.001000893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009661297,"about_ca_system_score_gemma":0.01303692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743804,"about_ca_topic_score_gemma":0.9953909,"domain_scores_codex":[0.999864,0.000006424734,0.000005311601,0.00001541946,0.00007709258,0.00003167707],"domain_scores_gemma":[0.9997643,0.00002904927,0.00001373464,0.000005407602,0.0001470464,0.00004050545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004721556,0.00003543648,0.0909632,0.001175637,0.00004208243,0.0008448962,0.0122692,0.0006176829,0.001474038,0.01118729,0.2073271,0.6740162],"study_design_scores_gemma":[0.000002547088,0.00001746075,0.2230866,0.0006061469,0.00001361913,0.0003947003,0.004880699,0.000107202,0.0002350853,0.0005342508,0.7701079,0.00001385478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1053791,0.1624486,0.0005034598,0.003144393,0.0006373533,0.0001359116,0.008503755,0.0001012518,0.7191462],"genre_scores_gemma":[0.2456471,0.2785265,0.003156328,0.001318434,0.0001465568,0.00008512149,0.009517135,0.00008346983,0.4615194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02561957,"threshold_uncertainty_score":0.07009798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758701938775664,"score_gpt":0.2063094210703801,"score_spread":0.1887224016826234,"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."}}