{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007664984,0.000366013,0.00057201,0.00004302455,0.00008452703,0.00004341074,0.0003968719,0.000183459,0.001217186],"category_scores_gemma":[0.00002345566,0.0003441602,0.0001173289,0.0001960312,0.0001259189,0.0004374476,0.0001099923,0.0002963298,0.0006627938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006031707,"about_ca_system_score_gemma":0.0003041087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04897797,"about_ca_topic_score_gemma":0.09689163,"domain_scores_codex":[0.9985741,0.00002076158,0.0005258009,0.000165525,0.0004355359,0.0002783118],"domain_scores_gemma":[0.9989678,0.00001727729,0.0002032323,0.0005341262,0.0001243914,0.0001531196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003662329,0.00001632112,0.0003031207,0.002521745,0.0001060509,0.000003990056,0.00003402534,0.0002056983,1.317961e-7,1.989557e-7,0.9962488,0.0005232323],"study_design_scores_gemma":[0.0003411916,0.0000364268,0.004583653,0.0003004619,0.0001400859,0.00000435048,0.00005248828,0.000009167577,0.000004149521,0.000001433491,0.9941751,0.0003515157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002887066,0.0007203394,0.00002410487,0.00008905298,0.0002162115,0.0004230294,0.9949778,0.00005748202,0.0006048724],"genre_scores_gemma":[0.0003342838,0.001616059,0.00002595583,0.0004311545,0.000007173216,0.000002946877,0.9975809,3.296538e-7,0.000001193023],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04791367,"threshold_uncertainty_score":0.9999011,"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."}}