{"id":"W4310978677","doi":"10.11646/zoosymposia.22.1.7","title":"Grand challenges in feather mite biology","year":2022,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Feather; Mite; Biology; Zoology; 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":[0.01140975,0.001092843,0.00264704,0.001568121,0.00224176,0.004705971,0.004809004,0.01179017,0.007686717],"category_scores_gemma":[0.008131298,0.0006122274,0.0009617167,0.0009048626,0.008782197,0.01381475,0.004491315,0.01924154,0.00647783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203102,"about_ca_system_score_gemma":0.003621066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406943,"about_ca_topic_score_gemma":0.003001306,"domain_scores_codex":[0.99777,0.0006284366,0.0002252853,0.000487502,0.0005797886,0.0003091788],"domain_scores_gemma":[0.9893075,0.004806734,0.0004701529,0.000648149,0.002666165,0.002101277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003191955,0.0004588675,0.005707211,0.003385849,0.0001190519,0.002257073,0.003351184,0.001001965,0.008265812,0.1528067,0.3257703,0.4965567],"study_design_scores_gemma":[0.00001978256,0.0002691303,0.002516153,0.0009350087,0.00003248554,0.00369337,0.004203374,0.0005809886,0.0009662,0.2090308,0.7776145,0.0001383102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003661066,0.3338987,0.01030385,0.6241639,0.01859037,0.00003145876,0.000124884,0.0002589856,0.008966804],"genre_scores_gemma":[0.05400317,0.5873268,0.03420176,0.190948,0.09997332,0.0002497831,0.0003086979,0.0002155626,0.03277294],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01179017,"threshold_uncertainty_score":0.06034124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335595437823882,"score_gpt":0.2676967700128881,"score_spread":0.2443408156346492,"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."}}