{"id":"W4310348337","doi":"10.11646/zoosymposia.22.1.27","title":"At last: A catalogue of free-living and arthropod-associated Laelapidae, with generic concepts and a key to genera","year":2022,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Arthropod; Key (lock); Taxon; Biology; Zoology; Predation; Ecology","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":[0.0004218296,0.0005604583,0.0005665516,0.006908378,0.0008302179,0.001709715,0.0007534497,0.0003844716,0.04812371],"category_scores_gemma":[0.001042361,0.0001849667,0.0004461558,0.00424803,0.0006714765,0.002056553,0.001078246,0.0005702494,0.02442097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004568501,"about_ca_system_score_gemma":0.0007478687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234342,"about_ca_topic_score_gemma":0.005999992,"domain_scores_codex":[0.9997165,0.00004854214,0.00005289399,0.00005454795,0.00008197431,0.00004558103],"domain_scores_gemma":[0.9993119,0.0001116392,0.000141166,0.000106709,0.000211902,0.0001166604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005649365,0.00007605391,0.025722,0.006558734,0.00009346293,0.0005907941,0.003454625,0.0002746143,0.02728137,0.01091573,0.1774062,0.7470614],"study_design_scores_gemma":[0.000006991898,0.00003401107,0.02853539,0.0003186155,0.00002311127,0.0008876682,0.000330677,0.0000408583,0.0004626875,0.0008868812,0.9684531,0.00002005161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1465767,0.1432813,0.03503671,0.003547701,0.002820828,0.0006242263,0.2563376,0.009255769,0.4025192],"genre_scores_gemma":[0.2647187,0.06220488,0.1024176,0.00344706,0.00224628,0.0008352213,0.3662384,0.002495055,0.1953968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04812371,"threshold_uncertainty_score":0.1609899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008116884197288,"score_gpt":0.1995744835845191,"score_spread":0.1894933147425462,"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."}}