{"id":"W6930662333","doi":"10.5281/zenodo.15785673","title":"Rhaphitelus maculatus Walker 1834","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Bark beetle; Genus; Subfamily; Scarabaeoidea; Braconidae","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005114891,0.0001587132,0.0002373405,0.0004161064,0.001623485,0.0003152091,0.000524366,0.00006924064,0.01049987],"category_scores_gemma":[0.001039295,0.0001486578,0.00008991777,0.001000945,0.0002729442,0.0001225847,0.001331095,0.0003952915,0.005840294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826551,"about_ca_system_score_gemma":0.00001490476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000278842,"about_ca_topic_score_gemma":3.860525e-7,"domain_scores_codex":[0.9981279,0.0001683522,0.0002444474,0.0004509538,0.0005080352,0.0005002912],"domain_scores_gemma":[0.9983708,0.00003201215,0.00004852711,0.0005844015,0.0007561713,0.0002080962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003951413,0.0002402025,0.0001264071,0.0003808182,0.0003387949,0.00009725345,0.0006652655,0.00001176517,0.006787992,0.008141794,0.815715,0.1670995],"study_design_scores_gemma":[0.001242976,0.0002267222,0.005726646,0.0001202737,0.00005057106,0.000091654,0.0002042125,0.0001599731,0.0008751388,0.0002805519,0.9908926,0.0001286193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03345659,0.001274965,0.001781163,0.01036024,0.0002486003,0.001295895,0.0001193999,0.001561152,0.949902],"genre_scores_gemma":[0.9677191,0.0005912689,0.0003714323,0.001119448,0.0002486171,1.777716e-7,0.0007578407,0.001237738,0.02795435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9342625,"threshold_uncertainty_score":0.9996763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729786316813525,"score_gpt":0.3024273562868514,"score_spread":0.2751294931187162,"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."}}