{"id":"W6931217672","doi":"10.5281/zenodo.4339323","title":"Tachysphex psammobius","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Nearctic ecozone; Distribution (mathematics); Period (music)","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":[0.0001072309,0.0005956326,0.000218862,0.001323786,0.001089083,0.0003367985,0.0002577259,0.0003700718,0.005497056],"category_scores_gemma":[0.0003473255,0.0002028956,0.0002290109,0.0009604453,0.0004355245,0.0007204181,0.0009740852,0.0004847842,0.002150995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441227,"about_ca_system_score_gemma":0.0003332826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424124,"about_ca_topic_score_gemma":0.004402169,"domain_scores_codex":[0.9998279,0.00001846395,0.00002215102,0.00004175612,0.00006560045,0.00002418808],"domain_scores_gemma":[0.999863,0.00002660635,0.00004783775,0.00001042023,0.00002849777,0.00002361607],"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":[0.001225114,0.0002994651,0.1388847,0.001618356,0.0001495015,0.004829408,0.003378893,0.003935071,0.1977708,0.005305979,0.01343094,0.6291718],"study_design_scores_gemma":[0.0001063096,0.001073824,0.7884845,0.00047089,0.0001733448,0.01232586,0.003357379,0.002305502,0.0278516,0.003748431,0.1600377,0.00006458625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8671563,0.004704931,0.006283114,0.0003309811,0.0003727366,0.000229411,0.004052337,0.0004853668,0.1163849],"genre_scores_gemma":[0.9872262,0.001453984,0.002138175,0.0001688783,0.00006123772,0.00005594475,0.001577663,0.00002035194,0.007297636],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005497056,"threshold_uncertainty_score":0.01838952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745028500191237,"score_gpt":0.2095642856469001,"score_spread":0.1721140006449877,"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."}}