{"id":"W6968818848","doi":"10.5281/zenodo.6178463","title":"Eudorella emarginata Kroyer 1846","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carapace; Crustacean; Body weight; 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":[0.0001814093,0.0004162849,0.0002599953,0.0005563918,0.0009409107,0.0003766425,0.0003862525,0.0004613652,0.007926445],"category_scores_gemma":[0.0004146656,0.0001724827,0.0001066857,0.0003369424,0.0003152809,0.001098961,0.0008665081,0.0004385789,0.002692486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799847,"about_ca_system_score_gemma":0.0002260844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939382,"about_ca_topic_score_gemma":0.004855539,"domain_scores_codex":[0.9997978,0.00002735219,0.00002423482,0.00007411288,0.00004868379,0.00002791636],"domain_scores_gemma":[0.9998845,0.00001794955,0.00004610884,0.00001532124,0.00002748038,0.000008592141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004957168,0.0001003665,0.02981889,0.001461159,0.00006315297,0.002117873,0.001859008,0.001520365,0.07785184,0.009041563,0.02178054,0.8538896],"study_design_scores_gemma":[0.0000515636,0.0002521283,0.1442893,0.000525881,0.00006621112,0.005323758,0.00118265,0.0005331857,0.009115233,0.001438339,0.837182,0.00003981165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4804882,0.0292634,0.01243766,0.001342653,0.0006163705,0.0002570036,0.002345746,0.0006742506,0.4725747],"genre_scores_gemma":[0.9252283,0.00632729,0.00877992,0.0007753019,0.0001637825,0.00008021849,0.002091539,0.00004957275,0.05650409],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007926445,"threshold_uncertainty_score":0.02651656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167003774845056,"score_gpt":0.2175788385537754,"score_spread":0.1859088008053249,"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."}}