{"id":"W6894014240","doi":"10.5281/zenodo.7169045","title":"Epeolus interruptus Robertson 1900","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum; Canadian Museum of Nature","funders":"","keywords":"Buckle; Canyon; Range (aeronautics); George (robot)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001349463,0.0001239874,0.0001424716,0.0002233997,0.003792077,0.00087211,0.001532674,0.00002829075,0.2001627],"category_scores_gemma":[0.000300176,0.0001308666,0.00006013983,0.0005545876,0.0001461819,0.0002443896,0.003719025,0.0003367555,0.01215639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569659,"about_ca_system_score_gemma":0.000007134031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009523626,"about_ca_topic_score_gemma":5.844511e-7,"domain_scores_codex":[0.9974948,0.0005540572,0.0002319319,0.0004599709,0.0007245733,0.0005346775],"domain_scores_gemma":[0.9989716,0.00002706646,0.00008082735,0.0004800206,0.0002377862,0.0002026896],"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":[0.000252977,0.0006220077,0.00001035002,0.00008769612,0.00003642676,0.0001313156,0.002714872,0.0007005655,0.3161807,0.02172994,0.4743081,0.183225],"study_design_scores_gemma":[0.0003589216,0.0003090363,0.0002241896,0.000007832733,0.000004779625,0.0001421782,0.0005132616,0.0004749054,0.003216652,0.0002888882,0.9942961,0.0001632606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5737828,0.0003796158,0.001966508,0.002222566,0.0006946384,0.000874782,0.0007019124,0.001984952,0.4173922],"genre_scores_gemma":[0.99525,0.00002672109,0.0001393258,0.0002001777,0.0001322461,1.769099e-7,0.0004559368,0.0009489647,0.002846478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.519988,"threshold_uncertainty_score":0.9975048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152033756784913,"score_gpt":0.2552762791866949,"score_spread":0.2237559416188457,"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."}}