{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003030305,0.0001395588,0.0001320537,0.0001851456,0.0005043973,0.0003667377,0.0005422265,0.00005986412,0.02151999],"category_scores_gemma":[0.00009274383,0.0001520582,0.00003759998,0.000395797,0.00004023363,0.0001790662,0.0003581369,0.0001822899,0.02977987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002264321,"about_ca_system_score_gemma":0.000003396922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003960215,"about_ca_topic_score_gemma":4.941845e-8,"domain_scores_codex":[0.9988274,0.00007525917,0.000186141,0.00025294,0.0002672203,0.0003910396],"domain_scores_gemma":[0.9992169,0.00001578517,0.0000256151,0.0003633401,0.0002366096,0.0001417619],"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":[0.00006896671,0.0001003035,0.00002520232,0.0003423965,0.0001378606,0.00006198635,0.00255514,0.004083742,0.01792832,0.007816256,0.8560638,0.110816],"study_design_scores_gemma":[0.000438754,0.00006719328,0.0005151242,0.00001775709,0.000004170642,0.00005582845,0.000368819,0.002372497,0.0009803111,0.0001272175,0.9948442,0.0002081152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1575771,0.0002483823,0.009817052,0.000389483,0.0005127604,0.0008945494,0.00006753996,0.003964437,0.8265287],"genre_scores_gemma":[0.9936943,0.00008713089,0.0004249561,0.0001736712,0.00008848469,4.887477e-8,0.0005308941,0.001462593,0.003537896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8361172,"threshold_uncertainty_score":0.9793745,"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."}}