{"id":"W4402287851","doi":"10.11646/zootaxa.5506.1.11","title":"Two new Trachyphloeini (Coleoptera; Curculionidae; Entiminae) from Laos","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Curculionidae; Biology; Tribe; Ecology; Zoology; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008387848,0.0001545557,0.0001371228,0.00001143258,0.0001324699,0.0002922415,0.0001862039,0.0000797596,0.004161702],"category_scores_gemma":[0.00001985877,0.00006456384,0.0001512844,0.0002859694,0.00002707749,0.0002283174,0.00005306993,0.0001425615,0.001053531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003843612,"about_ca_system_score_gemma":0.00002071875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005311567,"about_ca_topic_score_gemma":0.00395681,"domain_scores_codex":[0.9989761,0.0000372453,0.0001930684,0.0003761924,0.0001612464,0.000256199],"domain_scores_gemma":[0.9995775,0.0001386219,0.00003631938,0.00006683328,0.00002119743,0.0001594889],"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":[0.00002119856,0.00004945299,0.007250916,0.000004101479,0.00001732255,0.00003118136,0.00006254727,0.000003283991,0.001398699,0.001723422,0.004951569,0.9844863],"study_design_scores_gemma":[0.000155892,0.000095513,0.03654152,0.00005224592,0.00002987675,0.00000604147,0.00009498026,0.000361719,0.002151121,0.0008334219,0.9594539,0.0002237122],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853269,0.001136346,0.0002424193,0.002157032,0.0005793787,0.0001736962,0.0001520974,0.0002515925,0.009980484],"genre_scores_gemma":[0.9973669,0.00002630626,0.0001561505,0.0002314936,0.001194891,0.00001848738,0.0003057482,5.07169e-7,0.0006994974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9842626,"threshold_uncertainty_score":0.9997243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277761949355746,"score_gpt":0.235488211716621,"score_spread":0.2127105922230635,"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."}}