{"id":"W6894012736","doi":"10.5281/zenodo.6196086","title":"Phymatodes dimidiatus Kirby","year":2010,"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":"Type (biology); Taxonomy (biology); Type species; Key (lock); Boreal","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":[0.00005505225,0.000410444,0.0001490575,0.001034274,0.001045239,0.0002600877,0.0002785757,0.0003050356,0.01788995],"category_scores_gemma":[0.0002114515,0.0001344526,0.00006478257,0.0004705054,0.0003888388,0.0006982886,0.0009124021,0.0004434162,0.004386579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605158,"about_ca_system_score_gemma":0.0002892544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451159,"about_ca_topic_score_gemma":0.01504693,"domain_scores_codex":[0.999917,0.000007340129,0.000004652651,0.00002759768,0.00003077076,0.00001259401],"domain_scores_gemma":[0.999938,0.00000961788,0.00002293284,0.000006833784,0.00001301284,0.000009650847],"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":[0.0003610134,0.0001607327,0.03902628,0.0008095738,0.00003202722,0.004090961,0.002325022,0.0008012053,0.05733697,0.01217407,0.08590803,0.7969741],"study_design_scores_gemma":[0.00006871743,0.0002105814,0.4084733,0.0005649041,0.00005249939,0.01216431,0.002260744,0.0009290329,0.007088368,0.003663668,0.5644829,0.00004110743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3461018,0.005490411,0.004063111,0.000938788,0.0005127613,0.0003546865,0.003415471,0.0006392169,0.6384837],"genre_scores_gemma":[0.9532639,0.001477196,0.003048866,0.0006122047,0.00008292531,0.0000963651,0.001236831,0.00003465483,0.04014697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01788995,"threshold_uncertainty_score":0.05984783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653969357624075,"score_gpt":0.2106717231699994,"score_spread":0.1841320295937586,"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."}}