{"id":"W4320492884","doi":"10.1093/zoolinnean/zlac097","title":"Taxonomic practice, creativity and fashion: what’s in a spider name?","year":2022,"lang":"en","type":"article","venue":"Zoological Journal of the Linnean Society","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"European Commission","keywords":"Taxonomy (biology); Biology; Spider; Space (punctuation); History; Ecology; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008358347,0.0001037858,0.000190807,0.00001009094,0.0002201472,0.00003667104,0.0002396732,0.00007498993,0.00004194672],"category_scores_gemma":[0.0002306013,0.00006701512,0.0002455515,0.0000763436,0.0001618519,0.00001904468,0.0005457636,0.0004413456,5.998726e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453068,"about_ca_system_score_gemma":0.0000495894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000031484,"about_ca_topic_score_gemma":0.000004446068,"domain_scores_codex":[0.9990048,0.0002761994,0.0002709361,0.0001589033,0.0001355499,0.0001535964],"domain_scores_gemma":[0.9993874,0.00008194192,0.000294002,0.0001431451,0.00005256773,0.00004093362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001332583,0.003222971,0.8429768,0.00004249109,0.0008995179,0.0001626263,0.002458109,0.001111396,0.04809312,0.0004722774,0.05256567,0.04666242],"study_design_scores_gemma":[0.003838711,0.003311007,0.3298874,0.00005439371,0.0002882455,0.001870644,0.05302272,0.00005478022,0.004391041,0.0004071773,0.6022416,0.0006322863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917871,0.002703131,0.0001087905,0.004801098,0.0003034228,0.0001087723,0.000003486214,0.000002217721,0.0001819981],"genre_scores_gemma":[0.9947897,0.001486988,0.001362726,0.002047969,0.0001703026,0.0000121494,0.000001160945,0.000005054694,0.000124007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5496759,"threshold_uncertainty_score":0.2732797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626621137826243,"score_gpt":0.273564822203563,"score_spread":0.2472986108253006,"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."}}