{"id":"W6912714514","doi":"10.5281/zenodo.5104483","title":"Malacocis brevicollis","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Snag; Range (aeronautics); Bracket; Shot (pellet)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006363964,0.0000750966,0.00007137637,0.00002094156,0.001479256,0.0003429516,0.0004080544,0.0000493011,0.01649004],"category_scores_gemma":[0.0001623484,0.00003910236,0.00004627646,0.0004296171,0.00005426932,0.0001395505,0.000310807,0.0001042519,0.003275802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006831143,"about_ca_system_score_gemma":4.243396e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000351477,"about_ca_topic_score_gemma":0.000006665076,"domain_scores_codex":[0.9991096,0.00007970087,0.0001499749,0.0002189387,0.000171245,0.0002704917],"domain_scores_gemma":[0.9995048,0.00003195909,0.00005193022,0.00007110347,0.0002097498,0.0001304436],"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":[0.0000443354,0.00007149846,0.00007109377,0.000005213149,0.000006013599,0.000005616065,0.00005873641,0.000001265934,0.01045474,0.001913208,0.02242105,0.9649472],"study_design_scores_gemma":[0.0001005356,0.0001346216,0.02376323,0.000006619258,0.000003632288,0.00003080102,0.0001716719,0.0000138973,0.001044432,0.00008325475,0.9745543,0.00009297848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8749704,0.00005755927,0.0009994137,0.000884194,0.00006469853,0.0002600509,0.0001908678,0.0004904064,0.1220824],"genre_scores_gemma":[0.9981175,0.0000170019,0.00004645243,0.0001458396,0.0001978153,1.159882e-8,0.0013303,0.00001060469,0.0001344404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9648542,"threshold_uncertainty_score":0.9998207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458310311011356,"score_gpt":0.2234731060589001,"score_spread":0.1888900029487865,"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."}}