{"id":"W2889254267","doi":"10.11158/saa.23.9.1","title":"Evert E. Lindquist’s approach to the taxonomic impediment in Acarology: Diversity in specialization through 60 years of systematics research and beyond","year":2018,"lang":"en","type":"article","venue":"Systematic and Applied Acarology","topic":"Study of Mite Species","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Universidad Nacional Autónoma de México","keywords":"Biology; Systematics; Diversity (politics); Zoology; Ecology; Evolutionary biology; Taxonomy (biology); Anthropology; Sociology","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":[0.01156437,0.0009199113,0.001062522,0.005796769,0.003197592,0.004601617,0.002279758,0.004050287,0.004408727],"category_scores_gemma":[0.01776814,0.0005427625,0.0008783513,0.002616933,0.01957786,0.01149559,0.004678906,0.008285946,0.0009355628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003503171,"about_ca_system_score_gemma":0.004922576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005717875,"about_ca_topic_score_gemma":0.00967318,"domain_scores_codex":[0.9934597,0.003303457,0.0005396039,0.001033683,0.001438165,0.0002253888],"domain_scores_gemma":[0.986989,0.007496431,0.0007685317,0.0008471063,0.003199743,0.0006991934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008990993,0.00007370835,0.001947315,0.000659514,0.0000920758,0.0002689734,0.006202999,0.0007434131,0.0005858846,0.7691638,0.1070273,0.1131451],"study_design_scores_gemma":[0.00001523266,0.00004066967,0.0008178016,0.0007860129,0.00002614766,0.0004167867,0.001537061,0.0007697449,0.0003374025,0.5622975,0.4328981,0.00005749564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008427263,0.1256744,0.164655,0.514452,0.04827511,0.0003697933,0.0006967032,0.0003254939,0.1371242],"genre_scores_gemma":[0.4149401,0.1096385,0.2200037,0.1293783,0.03363729,0.000965156,0.000361623,0.0003104924,0.09076487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01156437,"threshold_uncertainty_score":0.0611589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08632219196996946,"score_gpt":0.2771896787664872,"score_spread":0.1908674867965177,"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."}}