{"id":"W6931141408","doi":"10.5281/zenodo.3866994","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":[0.0001028,0.0008343712,0.0004011096,0.001909856,0.001068357,0.0002821505,0.0006531492,0.0003933023,0.0134832],"category_scores_gemma":[0.0002558115,0.0001733883,0.0001661357,0.0006908713,0.0004333903,0.0008415919,0.0008244594,0.0002993348,0.004446296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080816,"about_ca_system_score_gemma":0.0003303605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0060712,"about_ca_topic_score_gemma":0.009612207,"domain_scores_codex":[0.9998581,0.0000165084,0.00001109616,0.00004699523,0.00004368406,0.00002347315],"domain_scores_gemma":[0.9999152,0.000008934808,0.00003646946,0.000009054987,0.00001884768,0.00001147519],"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":[0.0004528843,0.0001077068,0.04755817,0.001602144,0.0001317941,0.001430474,0.001912145,0.001094091,0.05420613,0.005490443,0.02286666,0.8631473],"study_design_scores_gemma":[0.00006182776,0.0003351221,0.3972661,0.0009449206,0.00009246389,0.006551662,0.0009051871,0.000640606,0.003221537,0.001893812,0.5880397,0.00004705905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3581052,0.05386751,0.007923176,0.0006735971,0.001040299,0.0005476582,0.00642503,0.002556676,0.5688609],"genre_scores_gemma":[0.9430016,0.007312158,0.005210046,0.0004479359,0.0003259316,0.0001617995,0.005854737,0.0001055521,0.03758046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0134832,"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."}}