{"id":"W6968760614","doi":"10.5281/zenodo.3844940","title":"Ooctonus readae Huber 2012","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Measure (data warehouse); Term (time); Class (philosophy); 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":[0.0001292809,0.0004828737,0.0003953616,0.00131709,0.001343205,0.0005586543,0.0005185303,0.0006728246,0.02411124],"category_scores_gemma":[0.0006125216,0.0002779666,0.0001624355,0.0008002468,0.0007020487,0.001092353,0.001029548,0.0005696203,0.005587601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039396,"about_ca_system_score_gemma":0.0008535709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02970763,"about_ca_topic_score_gemma":0.07100426,"domain_scores_codex":[0.9997187,0.00001551107,0.00001863593,0.00008415119,0.0001230233,0.0000400496],"domain_scores_gemma":[0.9997939,0.00003609201,0.00006218147,0.00002800395,0.00005521175,0.00002453745],"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":[0.0008357326,0.0001365452,0.04264258,0.001654461,0.00007840947,0.001982304,0.003440461,0.0006189549,0.04404384,0.01213542,0.09770889,0.7947226],"study_design_scores_gemma":[0.00006987432,0.0001778911,0.2754242,0.0007813652,0.0001198658,0.003476644,0.001904277,0.0004903394,0.006631588,0.002079048,0.7087879,0.00005706006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2998255,0.01103927,0.005646836,0.0009231548,0.001135427,0.0004577755,0.006501418,0.0009642552,0.6735064],"genre_scores_gemma":[0.8242538,0.006162096,0.003993052,0.001089067,0.0002597524,0.0001535038,0.004088267,0.0002226891,0.1597778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02970763,"threshold_uncertainty_score":0.08066016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04754333068305946,"score_gpt":0.219169744892566,"score_spread":0.1716264142095066,"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."}}