{"id":"W6912628570","doi":"10.5281/zenodo.6224253","title":"Epichlorops puncticollis Zetterstedt","year":2009,"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":"Thorax (insect anatomy); Scutellum; Sternum; Abdomen; Apex (geometry); 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":[0.00008293074,0.0003800803,0.0001989502,0.0009993816,0.0006074188,0.0001736882,0.0002850691,0.0003209114,0.00624541],"category_scores_gemma":[0.0001663005,0.0001743901,0.000153901,0.0005286411,0.0003211627,0.0005463468,0.0006106188,0.0002969656,0.001839902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110592,"about_ca_system_score_gemma":0.0001284558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004477874,"about_ca_topic_score_gemma":0.0114143,"domain_scores_codex":[0.9999139,0.000007347137,0.000009004117,0.00003361438,0.00002497704,0.00001102604],"domain_scores_gemma":[0.999915,0.00001390538,0.0000414979,0.00001099852,0.0000115197,0.000007053515],"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":[0.0006688756,0.0002382867,0.09326895,0.001017283,0.0001769923,0.00600227,0.002458827,0.002465983,0.1647313,0.003333618,0.01392362,0.7117141],"study_design_scores_gemma":[0.0001329653,0.0005612143,0.8691816,0.0002640132,0.0001069342,0.008955432,0.0006376737,0.0008490902,0.007884167,0.001548224,0.1098332,0.0000454612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758104,0.006068053,0.004619919,0.000457301,0.0002074824,0.0002172564,0.003565714,0.0004487718,0.1086051],"genre_scores_gemma":[0.9796545,0.001482753,0.00242745,0.0001765435,0.00003772836,0.00004788978,0.001336535,0.00001423717,0.01482244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00624541,"threshold_uncertainty_score":0.02089298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738899864206242,"score_gpt":0.2143876099225391,"score_spread":0.1869986112804767,"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."}}