{"id":"W6912344240","doi":"10.5281/zenodo.5272677","title":"Discus shimekii","year":2020,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Montane ecology; Line drawings","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":[0.00009700018,0.0004763058,0.0003045967,0.001896427,0.001269369,0.0003952011,0.0003367116,0.0004747259,0.03560943],"category_scores_gemma":[0.0003475305,0.0001995209,0.0002190493,0.000777506,0.0005114694,0.001051955,0.0008761754,0.0004413116,0.00811037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005837654,"about_ca_system_score_gemma":0.0002916408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120995,"about_ca_topic_score_gemma":0.005687733,"domain_scores_codex":[0.9998912,0.000008710958,0.00001219686,0.00003975922,0.00002415084,0.00002401025],"domain_scores_gemma":[0.9998779,0.00002247016,0.00004495127,0.00001214034,0.00002538611,0.00001710064],"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":[0.001379996,0.0001519113,0.03688373,0.002557247,0.0001172868,0.004364454,0.003561119,0.001290456,0.09801125,0.01062224,0.02489373,0.8161666],"study_design_scores_gemma":[0.0001460534,0.001118977,0.6557855,0.0008693467,0.0002563652,0.01040422,0.006194089,0.0007963314,0.01202681,0.002890608,0.3094372,0.00007454679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.549471,0.01460734,0.005526477,0.0007480811,0.0008112963,0.0004150106,0.00379994,0.000822877,0.4237979],"genre_scores_gemma":[0.9561726,0.00242269,0.002574726,0.0004432182,0.0001431399,0.0001311955,0.002730687,0.00003778712,0.03534397],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03560943,"threshold_uncertainty_score":0.1191254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05325386755572992,"score_gpt":0.2204848081423197,"score_spread":0.1672309405865897,"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."}}