{"id":"W6912543377","doi":"10.5281/zenodo.3867771","title":"Cylindroiulus broti","year":2017,"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":"BC Research (Canada)","funders":"","keywords":"National park; Montane ecology; Habitat; Larch; Subalpine forest; Litter; Deciduous; Picea abies","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":[0.0001063506,0.0008142719,0.0003322712,0.002135129,0.001309778,0.0004250955,0.000591099,0.0005458245,0.02310764],"category_scores_gemma":[0.0005112783,0.0002552227,0.0002200656,0.0006865669,0.0004416378,0.000571828,0.0007794306,0.0004517828,0.009058136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008324506,"about_ca_system_score_gemma":0.0002731015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911223,"about_ca_topic_score_gemma":0.0277983,"domain_scores_codex":[0.9997774,0.00002049267,0.00001821362,0.000074846,0.00006978358,0.00003926499],"domain_scores_gemma":[0.9997461,0.00004102933,0.0001187297,0.00002067733,0.00004718765,0.00002619297],"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":[0.0003177608,0.0001360516,0.03253806,0.001052443,0.0000712632,0.001585066,0.0006280185,0.001065854,0.03126987,0.003215533,0.02993896,0.8981811],"study_design_scores_gemma":[0.00006625444,0.000387653,0.5575116,0.001183188,0.00009361176,0.00633983,0.0006194902,0.001186645,0.003363254,0.0007037212,0.4284856,0.00005926048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1533724,0.02905099,0.005561001,0.0004841492,0.0008442174,0.0006678749,0.008440834,0.001087465,0.800491],"genre_scores_gemma":[0.9085141,0.005983705,0.006029558,0.0006581564,0.0003674562,0.0003385081,0.008647162,0.00007230868,0.06938896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02310764,"threshold_uncertainty_score":0.07730275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04904839202351471,"score_gpt":0.2431643087858078,"score_spread":0.1941159167622931,"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."}}