{"id":"W6968696856","doi":"10.5281/zenodo.15785670","title":"Roptrocerus xylophagorum","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Czech; Subfamily; Pinus densiflora; Taxonomy (biology); Turkish","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":[0.00006954166,0.0005747114,0.0001824694,0.001466407,0.0006113607,0.0002648886,0.0002562235,0.0002659829,0.01547282],"category_scores_gemma":[0.0001563047,0.0001448085,0.0001251346,0.0006023538,0.0004365866,0.0006992946,0.0005973308,0.0004231774,0.005342909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280212,"about_ca_system_score_gemma":0.0001973825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810387,"about_ca_topic_score_gemma":0.003167712,"domain_scores_codex":[0.9999208,0.0000110897,0.000005817533,0.00002582171,0.0000215398,0.00001484062],"domain_scores_gemma":[0.9999613,0.000006136689,0.00001828438,0.000003840619,0.000006843138,0.00000368427],"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":[0.0005474422,0.0001297628,0.03417191,0.001188634,0.00008077973,0.003001603,0.001972208,0.0006457176,0.04946578,0.008524514,0.02584086,0.8744308],"study_design_scores_gemma":[0.00007256328,0.0005036159,0.319024,0.0006070873,0.0001245892,0.01441372,0.001521417,0.0004937564,0.0066235,0.001620051,0.6549641,0.00003158271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5110735,0.01988714,0.007133705,0.0007143395,0.000704776,0.0005537466,0.004479682,0.0007114901,0.4547416],"genre_scores_gemma":[0.9357732,0.007807664,0.00413433,0.0003259665,0.0002413548,0.0001688286,0.002762062,0.00004189364,0.04874453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01547282,"threshold_uncertainty_score":0.05176175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122226691379438,"score_gpt":0.2200991119892107,"score_spread":0.2078764428512669,"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."}}