{"id":"W6931604630","doi":"10.5281/zenodo.7125890","title":"Sargus fasciatus Fabricius 1805","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type (biology); Diplodus; Body type; Fraxinus","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":[0.0001068814,0.0008366422,0.0002233384,0.001218796,0.0006162916,0.0002714283,0.0002051964,0.0002177372,0.013203],"category_scores_gemma":[0.0001834236,0.0001672623,0.0001583039,0.0005918327,0.0003351696,0.000411105,0.0005428225,0.0002273213,0.004692569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004595297,"about_ca_system_score_gemma":0.00009626384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005988317,"about_ca_topic_score_gemma":0.01349654,"domain_scores_codex":[0.9999096,0.000008787869,0.000008922394,0.00003018919,0.00002545688,0.00001693447],"domain_scores_gemma":[0.999928,0.000004731058,0.00003917993,0.000004033858,0.00001366503,0.00001029365],"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":[0.0008149163,0.0001675589,0.1190043,0.001310782,0.0001092573,0.002745095,0.003905716,0.0007750247,0.04848187,0.003960593,0.05769493,0.76103],"study_design_scores_gemma":[0.00003397543,0.0003213935,0.6644105,0.000442947,0.00005273129,0.006857057,0.001492117,0.0002594506,0.002647903,0.0005431903,0.3229099,0.00002880866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5548451,0.01426952,0.003826202,0.0005744058,0.0006752798,0.0002947905,0.00488901,0.0006390166,0.4199866],"genre_scores_gemma":[0.9514651,0.003103729,0.003180306,0.0002423056,0.0001358961,0.0001031213,0.002498765,0.00005286919,0.03921791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013203,"threshold_uncertainty_score":0.04416841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126378000330069,"score_gpt":0.2093493665857984,"score_spread":0.1680855865824977,"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."}}