{"id":"W6949926256","doi":"10.5281/zenodo.3866993","title":"Blaniulus Gervais 1836","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Genus; Holotype; Taxonomy (biology); Identification (biology); Subgenus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001027999,0.0008343708,0.0004011096,0.001909852,0.001068356,0.00028215,0.0006531495,0.0003933022,0.01348319],"category_scores_gemma":[0.0002558115,0.0001733885,0.0001661357,0.0006908703,0.0004333908,0.0008415916,0.0008244594,0.0002993348,0.004446292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080813,"about_ca_system_score_gemma":0.0003303602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0060712,"about_ca_topic_score_gemma":0.009612211,"domain_scores_codex":[0.9998581,0.00001650838,0.00001109614,0.00004699518,0.00004368401,0.00002347315],"domain_scores_gemma":[0.9999152,0.00000893479,0.0000364694,0.000009054987,0.00001884764,0.00001147517],"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":[0.0004528843,0.0001077068,0.04755818,0.001602144,0.0001317941,0.001430476,0.001912146,0.001094091,0.05420616,0.005490449,0.02286666,0.8631473],"study_design_scores_gemma":[0.00006182783,0.000335122,0.3972665,0.0009449207,0.00009246391,0.006551666,0.0009051863,0.0006406055,0.003221537,0.001893812,0.5880392,0.00004705906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3581054,0.05386742,0.007923166,0.0006735969,0.001040298,0.0005476581,0.006425025,0.002556672,0.5688608],"genre_scores_gemma":[0.9430016,0.00731214,0.005210036,0.0004479355,0.0003259306,0.000161799,0.005854727,0.0001055519,0.03758042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01348319,"threshold_uncertainty_score":0.04510581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03302708498965506,"score_gpt":0.2375452375594128,"score_spread":0.2045181525697577,"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."}}