{"id":"W6950205268","doi":"10.5281/zenodo.3792796","title":"Gnypeta minuta Klimaszewski and Webster 2008, sp. nov.","year":2008,"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":"University of Fredericton; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Context (archaeology); Identification (biology); Population; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002043818,0.001601407,0.000636945,0.00189467,0.00136042,0.0007346555,0.001329925,0.001199756,0.01011977],"category_scores_gemma":[0.0008303366,0.0004866762,0.0004031855,0.001255351,0.0006731119,0.001447642,0.001130868,0.0009453542,0.009137998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885547,"about_ca_system_score_gemma":0.0009063226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05432139,"about_ca_topic_score_gemma":0.1461283,"domain_scores_codex":[0.9997134,0.00001410168,0.00003776116,0.00009783558,0.00008153501,0.00005542385],"domain_scores_gemma":[0.9996442,0.00002969791,0.0001613898,0.00003714339,0.0000923944,0.00003523802],"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":[0.001280477,0.0002652871,0.1032383,0.002734947,0.0003374455,0.009016676,0.00414309,0.001613665,0.07999104,0.004378525,0.06738381,0.7256167],"study_design_scores_gemma":[0.0001747474,0.0003532166,0.5387043,0.00144364,0.0004562156,0.01921456,0.00308313,0.000479896,0.01067794,0.001290906,0.4240092,0.0001121898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4735279,0.07162822,0.008963588,0.003094667,0.005680085,0.002997544,0.03243564,0.001221627,0.4004508],"genre_scores_gemma":[0.848877,0.02675337,0.0210473,0.002324052,0.0005721403,0.001297644,0.01979376,0.0001901295,0.07914444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05432139,"threshold_uncertainty_score":0.1080104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275270363561137,"score_gpt":0.2088318819531331,"score_spread":0.1660791783175218,"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."}}