{"id":"W6931560239","doi":"10.5281/zenodo.6086773","title":"Cerodontha dorsalis Loew 1863","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods in Epidemiology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Taxonomy (biology); Population; Genus","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":[0.0001401112,0.0007470204,0.0003828169,0.001831269,0.00157363,0.0005104761,0.0004970232,0.000573465,0.02414434],"category_scores_gemma":[0.0005045571,0.0003006221,0.0001719477,0.001167668,0.001211454,0.001255248,0.0009824506,0.0007842181,0.007136015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160397,"about_ca_system_score_gemma":0.0005822753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370166,"about_ca_topic_score_gemma":0.03768302,"domain_scores_codex":[0.9998322,0.00001663072,0.00001763192,0.00005148658,0.00005493339,0.00002713561],"domain_scores_gemma":[0.9998977,0.00001639847,0.00004315551,0.0000073039,0.00002500223,0.00001037481],"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":[0.0002748316,0.000125742,0.02641262,0.001054073,0.0000553754,0.001704933,0.001747865,0.0006132016,0.01112175,0.008262695,0.07030595,0.8783209],"study_design_scores_gemma":[0.00009799646,0.0002093436,0.2570513,0.000935492,0.000124182,0.007471517,0.001586608,0.0003942481,0.002317815,0.002977215,0.7267855,0.00004875684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1789073,0.02794364,0.004543094,0.001160113,0.001330815,0.0008921189,0.008037774,0.000996033,0.776189],"genre_scores_gemma":[0.9092033,0.01087235,0.003547364,0.001036876,0.0004339526,0.0003190761,0.003104627,0.00008921414,0.07139333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02414434,"threshold_uncertainty_score":0.08077079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.17960689503969,"score_gpt":0.3768881576222828,"score_spread":0.1972812625825928,"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."}}