{"id":"W6968236298","doi":"10.5281/zenodo.14764657","title":"Columbinae Leach 1819","year":2024,"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":"","funders":"","keywords":"Tribe; Subfamily; Streptopelia; Quarter (Canadian coin)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000343768,0.000105715,0.0001029364,0.00003248493,0.001621638,0.001174815,0.0005349885,0.00004387667,0.01709078],"category_scores_gemma":[0.0001641979,0.00005522312,0.00006231545,0.0006186378,0.0001027016,0.0001719813,0.0007281602,0.000188391,0.009701815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008029457,"about_ca_system_score_gemma":8.934883e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006752824,"about_ca_topic_score_gemma":0.000009320369,"domain_scores_codex":[0.9987921,0.0001401714,0.000148863,0.0003670512,0.0002530726,0.0002987518],"domain_scores_gemma":[0.9995522,0.00004465154,0.00002475885,0.00008969349,0.0001890192,0.00009962418],"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":[0.00001096932,0.00004173663,0.00001089654,0.00001933056,0.00002300918,0.00001579997,0.0003314562,0.000001598494,0.004861251,0.0005199671,0.05865195,0.9355121],"study_design_scores_gemma":[0.00006865904,0.0002270113,0.03415246,0.00002640788,0.000008320031,0.00004940563,0.0002762417,0.0001188951,0.0001823632,0.0002587696,0.9644951,0.0001364105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1195166,0.0005718418,0.0000442245,0.004172191,0.0002420944,0.0003664395,0.0001940139,0.001821124,0.8730715],"genre_scores_gemma":[0.9977281,0.00009704322,0.00002371405,0.0001243122,0.0002871798,4.693143e-8,0.000512482,0.00006196851,0.001165154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9353756,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274385800146846,"score_gpt":0.2267568669375907,"score_spread":0.1940130089361222,"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."}}