{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006983572,0.0005267499,0.0005292454,0.0001753339,0.0001852581,0.0002733252,0.0003771284,0.0004415458,0.00007373141],"category_scores_gemma":[0.0003569334,0.0006050435,0.0001319704,0.0001782316,0.0001652749,0.00004414198,0.001912586,0.0007271983,0.00001177181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155083,"about_ca_system_score_gemma":0.0003826132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006490992,"about_ca_topic_score_gemma":0.00002708081,"domain_scores_codex":[0.9973668,0.0002541677,0.000462961,0.001236883,0.0002114716,0.0004676614],"domain_scores_gemma":[0.9982729,0.00005658439,0.0003812377,0.0009847577,0.0001562023,0.0001483168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003955054,0.001778663,0.406224,0.0006299664,0.0008519272,0.0004494934,0.00005900963,0.0001629073,0.5846549,0.0004941767,0.004193638,0.0001057491],"study_design_scores_gemma":[0.002036864,0.0005980388,0.347422,0.0003984287,0.0004183108,4.581461e-7,0.0004168618,0.00003031214,0.08833799,0.000001854837,0.5578521,0.002486792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872409,0.009718911,0.0001746024,0.0006343208,0.001245755,0.0007902387,0.0000814189,0.0000560654,0.00005776606],"genre_scores_gemma":[0.9890307,0.006563677,0.002659009,0.0004763223,0.0003353703,0.0008314341,0.000001544041,0.00007731819,0.00002460527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536585,"threshold_uncertainty_score":0.9996401,"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."}}