{"id":"W600981115","doi":"","title":"New frontiers in crustacean biology : proceedings of the TCS Summer Meeting, Tokyo, 20-24 September 2009","year":2011,"lang":"en","type":"book","venue":"BRILL eBooks","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Crustacean; Biology; Copepod; Zoology; Ecology","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":[0.001777783,0.001384315,0.0009542643,0.001333466,0.0005779499,0.00198686,0.001264465,0.001558236,0.07614204],"category_scores_gemma":[0.0007436703,0.000389659,0.000838755,0.001320708,0.0006063305,0.002506895,0.002000442,0.002229275,0.03367703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104859,"about_ca_system_score_gemma":0.001566226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961717,"about_ca_topic_score_gemma":0.01098428,"domain_scores_codex":[0.9995813,0.00004801456,0.00003954512,0.00008951133,0.0001646573,0.00007694439],"domain_scores_gemma":[0.9988348,0.00007733868,0.00005201165,0.00003591832,0.0006356428,0.0003643637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001865514,0.00007456291,0.001204939,0.001035203,0.00003751547,0.0001947442,0.0001221903,0.0003664416,0.004502439,0.0009042238,0.682911,0.3084602],"study_design_scores_gemma":[0.00001663365,0.0001137203,0.003690046,0.000449242,0.00003616154,0.0003095346,0.0002730172,0.000314517,0.0006373572,0.0008065099,0.9933369,0.0000162819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01061679,0.610159,0.01665123,0.06527676,0.1533401,0.0002532067,0.004304943,0.001763192,0.1376348],"genre_scores_gemma":[0.0328182,0.3209508,0.01530304,0.00602553,0.03893285,0.0002719783,0.007311817,0.0008574504,0.5775283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07614204,"threshold_uncertainty_score":0.2547205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480212988918075,"score_gpt":0.2091167331786888,"score_spread":0.1943146032895081,"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."}}