{"id":"W6950242375","doi":"10.5281/zenodo.8282562","title":"Chalcovietnamicus logunovi Yu, Maddison & Zhang 2023, sp. nov.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dorsum; Holotype; Seta; Carapace; French horn","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003500639,0.0001476796,0.000125188,0.000135705,0.001235339,0.0001905416,0.0005447643,0.00009048386,0.002104675],"category_scores_gemma":[0.000245015,0.0001531167,0.00007398282,0.0004471493,0.0001279875,0.00001180189,0.001225608,0.0001350692,0.00850338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003497167,"about_ca_system_score_gemma":0.000003628294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044195,"about_ca_topic_score_gemma":0.000001949038,"domain_scores_codex":[0.9986973,0.0001107324,0.0001799189,0.0004371524,0.0001839284,0.0003909321],"domain_scores_gemma":[0.9992083,0.000005702352,0.00006447584,0.000400695,0.0002184953,0.0001022776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009414217,0.0001541451,0.0001229664,0.000059273,0.0001044843,0.00003546606,0.0002803416,0.00003676547,0.2090205,0.000446113,0.6769127,0.112733],"study_design_scores_gemma":[0.0003642614,0.000185693,0.002507545,0.0000125358,0.00001508622,0.00003979548,0.0003973654,0.00003316948,0.006908267,0.00002023202,0.9893265,0.000189525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383617,0.001040938,0.002376951,0.003360932,0.000652073,0.001136061,0.0008336587,0.001420099,0.1508176],"genre_scores_gemma":[0.9869909,0.0005547523,0.0001242631,0.0002074172,0.0003955987,2.721404e-7,0.00486618,0.0008113852,0.006049186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3124138,"threshold_uncertainty_score":0.9988075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04648388649462171,"score_gpt":0.2672782999453884,"score_spread":0.2207944134507667,"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."}}