{"id":"W6968967569","doi":"10.5281/zenodo.3796917","title":"Rhamphomyia (Ctenempis) albopilosa Coquillett","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Food Inspection Agency","funders":"","keywords":"Seta; Holotype; Bay; Thorax (insect anatomy); Type (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008694398,0.000577566,0.0002202014,0.001056717,0.001302684,0.0003110598,0.0004148518,0.0003686104,0.02222438],"category_scores_gemma":[0.0001901287,0.0001683931,0.0001432433,0.0006911653,0.0003909872,0.0006794041,0.0007956806,0.0005283686,0.004658916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005535458,"about_ca_system_score_gemma":0.0003357937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03290403,"about_ca_topic_score_gemma":0.07214756,"domain_scores_codex":[0.9999301,0.000005777233,0.000005420515,0.00002437361,0.00002016764,0.000014173],"domain_scores_gemma":[0.9999224,0.00001177705,0.00002766476,0.000008594869,0.00001820408,0.00001135264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004897499,0.0001377074,0.04897939,0.00118951,0.00008914051,0.003105973,0.002671226,0.0006523342,0.07160096,0.002553222,0.03657853,0.8319523],"study_design_scores_gemma":[0.00008493607,0.0002298573,0.5942129,0.0008619661,0.0001161316,0.006360238,0.002628507,0.0004916309,0.006875844,0.000814604,0.3872758,0.00004754233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4687051,0.0130217,0.003908736,0.0006793849,0.0003431063,0.0007512435,0.006781326,0.0007593262,0.5050501],"genre_scores_gemma":[0.931403,0.004272031,0.004334058,0.0005557662,0.000135154,0.0002465188,0.003317513,0.00005706974,0.05567889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03290403,"threshold_uncertainty_score":0.07434803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408410233870329,"score_gpt":0.1926559978955554,"score_spread":0.1785718955568522,"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."}}