{"id":"W6931501496","doi":"10.5281/zenodo.8423140","title":"Megalopinus EICHELBAUM 1915","year":2012,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Margin (machine learning); Quarter (Canadian coin); Natural (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006779061,0.0005663367,0.0002983829,0.001167131,0.0008403683,0.0002217324,0.0004406945,0.0004145611,0.01299005],"category_scores_gemma":[0.0001599302,0.0001862824,0.00008847199,0.0006883394,0.0004750343,0.0006718974,0.0006041034,0.0003299853,0.003693974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564537,"about_ca_system_score_gemma":0.0002231343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006132873,"about_ca_topic_score_gemma":0.0152771,"domain_scores_codex":[0.9999418,0.000004799518,0.000007842851,0.00002458998,0.00001306696,0.000007855696],"domain_scores_gemma":[0.9999639,0.000007708642,0.00001245802,0.000003163008,0.000007372865,0.000005349712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003531244,0.000135899,0.05842587,0.001223656,0.0000766318,0.004988619,0.005087232,0.0007520851,0.04390083,0.01091857,0.02303285,0.8511046],"study_design_scores_gemma":[0.00003188149,0.0006994295,0.4894623,0.0009542725,0.0001322578,0.01185996,0.002139965,0.0005744192,0.002542507,0.002908721,0.4886461,0.00004818627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5593401,0.02158101,0.007022058,0.0007619015,0.0008333311,0.0004841123,0.003150776,0.0005663132,0.4062603],"genre_scores_gemma":[0.9257708,0.009983769,0.01090912,0.001008857,0.0002770842,0.0002434389,0.002587333,0.00004373581,0.04917583],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01299005,"threshold_uncertainty_score":0.04345608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112230072126516,"score_gpt":0.2303540009044722,"score_spread":0.189231700183207,"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."}}