{"id":"W4211206422","doi":"10.1101/2022.02.06.479275","title":"Taxonomic practice, creativity, and fashion: What’s in a spider name?","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Subspecies; History; Geography; Genealogy; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01768096,0.0002122797,0.0005282767,0.004277971,0.002810613,0.0105919,0.0009425567,0.0007857524,0.004051849],"category_scores_gemma":[0.08985922,0.0002733743,0.0003134969,0.01033924,0.007847973,0.01062457,0.004107124,0.001392105,0.0007326422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972301,"about_ca_system_score_gemma":0.001275889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424064,"about_ca_topic_score_gemma":0.00665268,"domain_scores_codex":[0.9828908,0.008815626,0.001719424,0.002504005,0.003286063,0.0007841613],"domain_scores_gemma":[0.8868152,0.06783178,0.02700535,0.007281772,0.007489774,0.003576059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001603521,0.0000426758,0.5120223,0.0007776786,0.00009910845,0.0007073689,0.3665254,0.000136858,0.001415525,0.01531961,0.009843805,0.09294937],"study_design_scores_gemma":[0.00001981839,0.00007246937,0.5209619,0.001534161,0.00006245005,0.001642075,0.3490181,0.0007705762,0.0007694812,0.01898134,0.1060116,0.0001560578],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634587,0.004413479,0.003492697,0.00750635,0.0004199864,0.00002170844,0.0008191568,0.00005280012,0.01981513],"genre_scores_gemma":[0.9951557,0.001118741,0.001686419,0.0006291544,0.000225162,0.00002711833,0.0003867034,0.00008288724,0.0006882235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768096,"threshold_uncertainty_score":0.09350693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218442306456303,"score_gpt":0.2581897288280605,"score_spread":0.2363454981824302,"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."}}