{"id":"W6924645921","doi":"10.15468/ocvn46","title":"Cryptochironomus Kieffer from Lake Winnipeg, Canada, with a review of Nearctic species (Diptera: Chironomidae)","year":2009,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nearctic ecozone; Taxonomy (biology); Key (lock); Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003188107,0.001204452,0.0009532751,0.008593534,0.001610498,0.001024249,0.001727207,0.0006138438,0.01546972],"category_scores_gemma":[0.002169226,0.0004345959,0.0004950122,0.01478625,0.0004468328,0.0004939034,0.001217023,0.0006467362,0.006942914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007364933,"about_ca_system_score_gemma":0.0180047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.93771,"about_ca_topic_score_gemma":0.9734158,"domain_scores_codex":[0.9995666,0.00001373786,0.00003534662,0.00009057187,0.0001854355,0.0001082427],"domain_scores_gemma":[0.9983525,0.0001352344,0.0002287074,0.0001139732,0.0009780388,0.0001914506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002413129,0.00002979598,0.02995381,0.005104108,0.0002090588,0.0002461465,0.0004997005,0.000819374,0.0009558864,0.0007399579,0.9295973,0.03160352],"study_design_scores_gemma":[0.00007161743,0.00001044202,0.1401413,0.001250467,0.0001176728,0.0001268137,0.0005692706,0.0002413301,0.0004694318,0.000236447,0.8567203,0.00004492196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002080456,0.0005001716,0.00005402324,0.000035959,0.0000138131,0.0000234657,0.9955387,0.00007176388,0.001681649],"genre_scores_gemma":[0.006957012,0.0006964921,0.000605096,0.00005528203,0.000004435388,0.00009058565,0.9895304,0.00003663092,0.002023902],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06228995,"threshold_uncertainty_score":0.1253135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005449322969770049,"score_gpt":0.1590713622639257,"score_spread":0.1536220392941556,"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."}}