{"id":"W6968985033","doi":"10.5281/zenodo.7503557","title":"Quedius fuliginosus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Subgenus; Seta; Margin (machine learning); Lobe; Shot (pellet)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00005154686,0.0004951018,0.0001551576,0.00117814,0.00101528,0.0001980682,0.0005747232,0.000267987,0.009096123],"category_scores_gemma":[0.0002195057,0.0001182035,0.0001616728,0.0003937403,0.0003506486,0.0004411495,0.000490939,0.0001990994,0.001430321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005808311,"about_ca_system_score_gemma":0.0003188824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03328237,"about_ca_topic_score_gemma":0.07689679,"domain_scores_codex":[0.9999297,0.000002770175,0.000003123676,0.00002970843,0.00001352706,0.0000212285],"domain_scores_gemma":[0.9999135,0.00001134614,0.00003127871,0.00001126579,0.00002069973,0.00001197737],"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":[0.0007961585,0.0001671652,0.2004625,0.0008041081,0.00009261465,0.003392187,0.002547134,0.0009383205,0.06881758,0.006641286,0.01796798,0.6973729],"study_design_scores_gemma":[0.00004994107,0.0003755975,0.8050921,0.000251945,0.0001071845,0.006564484,0.001752511,0.001123654,0.005547379,0.001542373,0.1775547,0.00003817782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.750696,0.004113068,0.004279242,0.0004462161,0.0002260351,0.0003136691,0.003547154,0.0003631536,0.2360154],"genre_scores_gemma":[0.9768237,0.0004295893,0.002065469,0.0001095071,0.00002264257,0.00005320682,0.0015464,0.00001069074,0.01893887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328237,"threshold_uncertainty_score":0.06617731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546583005463593,"score_gpt":0.2217399162876861,"score_spread":0.1862740862330502,"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."}}