{"id":"W3149330162","doi":"10.1101/2021.04.04.438411","title":"Species boundaries among extremely diverse and sexually dimorphic <i>Arrenurus</i> water mites (Acariformes: Hydrachnidiae: Arrenuridae)","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Study of Mite Species","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Fundacja na rzecz Nauki Polskiej","keywords":"Biology; Zoology; Acariformes; Acari; Sexual dimorphism; Species complex; Ecology; Phylogenetic tree; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003574901,0.0001242674,0.0001692646,0.0010688,0.0004939013,0.0003838498,0.0003235077,0.0003016128,0.0006840341],"category_scores_gemma":[0.0004611709,0.0001304645,0.0001581235,0.0003141419,0.0004992982,0.0004964375,0.0005420426,0.000180147,0.0001435697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447754,"about_ca_system_score_gemma":0.00006726797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000475538,"about_ca_topic_score_gemma":0.001318607,"domain_scores_codex":[0.9996798,0.00007696004,0.00004339212,0.0001181889,0.0000458077,0.00003594315],"domain_scores_gemma":[0.9992933,0.0001678246,0.0003217781,0.00005191022,0.00009163534,0.00007359013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002097295,0.00005711098,0.5792677,0.000141183,0.000102552,0.0003793132,0.002184325,0.0001599612,0.4036372,0.0003031211,0.00007881218,0.01347893],"study_design_scores_gemma":[0.000001989764,0.00008596148,0.9945913,0.00001403976,0.00001823946,0.0005524768,0.0007494662,0.0002401194,0.00308397,0.00007913721,0.0005759464,0.00000727504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990094,0.0001973177,0.0003011716,0.000005806397,0.000001546443,0.000004968569,0.00004048482,0.000005309223,0.0004340115],"genre_scores_gemma":[0.9994098,0.00003727522,0.0004164139,0.000007421002,0.000002028932,0.000003603906,0.00007486845,0.000001838411,0.00004666495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0010688,"threshold_uncertainty_score":0.002288282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789544615284611,"score_gpt":0.1859984660926749,"score_spread":0.1681030199398288,"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."}}