{"id":"W6912441273","doi":"10.5281/zenodo.3867635","title":"Leptoiulus vieirae","year":2017,"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":"BC Research (Canada)","funders":"","keywords":"Distribution (mathematics); Pinus <genus>; Habitat; Prospection","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":[0.0001636924,0.0004292656,0.0001698126,0.001550724,0.0008327703,0.0003577303,0.0005361501,0.0003224977,0.01682119],"category_scores_gemma":[0.0003771578,0.0001800052,0.0001925876,0.0004148058,0.0002472482,0.0006417762,0.0005462991,0.0003295999,0.003806843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390638,"about_ca_system_score_gemma":0.000142449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00621673,"about_ca_topic_score_gemma":0.01512127,"domain_scores_codex":[0.999851,0.0000198846,0.00001109665,0.00003993505,0.00004829285,0.00002985736],"domain_scores_gemma":[0.9998355,0.00003336621,0.00006517068,0.00001212227,0.0000230259,0.00003082264],"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":[0.0003750379,0.000201694,0.05005472,0.0006728382,0.00007488814,0.001360084,0.001430042,0.0004783546,0.05024081,0.004808224,0.01586018,0.8744431],"study_design_scores_gemma":[0.00006093484,0.0003664753,0.5380154,0.0004775221,0.00008490241,0.005628263,0.001042924,0.0005649607,0.003853552,0.001318287,0.4485362,0.00005055468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3547886,0.01227654,0.003998872,0.0004728865,0.0005122438,0.0003526889,0.00345633,0.0005163524,0.6236255],"genre_scores_gemma":[0.9525605,0.002042006,0.00474022,0.0002867951,0.0001478924,0.0001096875,0.002763865,0.00004530942,0.03730381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01682119,"threshold_uncertainty_score":0.05627245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05176997893854669,"score_gpt":0.2353258260821305,"score_spread":0.1835558471435838,"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."}}