{"id":"W6931001091","doi":"10.5281/zenodo.15753244","title":"Parapterogramma continentalis Kuwahara & Marshall & Luk 2025, comb. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public health and occupational medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Holotype; Bristle; Sternum; Femur; Thorax (insect anatomy)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001503968,0.000105097,0.0001517748,0.0002466132,0.003052346,0.0005232295,0.0008385594,0.00008463517,0.01327874],"category_scores_gemma":[0.001824155,0.0001099867,0.00004756479,0.0008881635,0.0003517229,0.000238379,0.0003717242,0.0002401286,0.003097958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997192,"about_ca_system_score_gemma":0.00003177634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000562621,"about_ca_topic_score_gemma":0.00001605636,"domain_scores_codex":[0.9979342,0.0004870802,0.0002798999,0.0003034564,0.0005052697,0.0004901442],"domain_scores_gemma":[0.9986391,0.00007405637,0.00008413813,0.0002592167,0.0006250727,0.0003184158],"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":[0.00007509411,0.0001576089,0.0001993185,0.00005627497,0.00003437655,0.000009675432,0.002121595,0.000001932638,0.0001263651,0.1188075,0.6501427,0.2282676],"study_design_scores_gemma":[0.0005446174,0.00007267342,0.004297169,0.00004369336,0.000008844419,0.000003464845,0.0009164535,0.00004734359,0.00001810269,0.0005899929,0.9933628,0.00009483221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02724716,0.0003301108,0.002388906,0.03760317,0.0005963969,0.0009196388,0.000158297,0.001039912,0.9297164],"genre_scores_gemma":[0.9831293,0.0003810178,0.0002033561,0.003660737,0.0004198889,1.893058e-7,0.001497656,0.0003464772,0.01036136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9558821,"threshold_uncertainty_score":0.9982455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0500129628753493,"score_gpt":0.3415416245204597,"score_spread":0.2915286616451104,"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."}}