{"id":"W6931521674","doi":"10.5281/zenodo.5029990","title":"Phronimella Claus 1871","year":2004,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Type species; Type (biology); Crustacean; Mediterranean climate; Plankton; Margin (machine learning)","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":[0.0001061575,0.0009320937,0.0003478727,0.002137412,0.001177875,0.0003321524,0.0006802318,0.0007269165,0.02948779],"category_scores_gemma":[0.0005055257,0.0002785773,0.0001337455,0.0009270607,0.0004554476,0.001249416,0.001042215,0.0004144169,0.007156868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007347115,"about_ca_system_score_gemma":0.0005354921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005711602,"about_ca_topic_score_gemma":0.007493691,"domain_scores_codex":[0.9998494,0.0000159926,0.00001242913,0.00004274017,0.0000490054,0.00003042315],"domain_scores_gemma":[0.9998226,0.00002601441,0.00005416121,0.00001101875,0.00005920261,0.00002709888],"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":[0.0005247814,0.0001388943,0.03966053,0.001345397,0.00005485861,0.001583227,0.002095338,0.001030301,0.0341472,0.00257635,0.02707387,0.8897693],"study_design_scores_gemma":[0.0001429436,0.0007729668,0.4308209,0.001173807,0.0001018451,0.007557483,0.001766191,0.001495663,0.005142007,0.001112433,0.5498609,0.00005285817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4918111,0.02487656,0.007763098,0.001077866,0.0009378893,0.001234097,0.005022602,0.001465605,0.4658112],"genre_scores_gemma":[0.93593,0.005976894,0.00356667,0.0005406097,0.000405013,0.0003609561,0.002591701,0.00005747276,0.0505707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02948779,"threshold_uncertainty_score":0.09864646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461072398524319,"score_gpt":0.2619969539610768,"score_spread":0.2273862299758336,"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."}}