{"id":"W6967866664","doi":"10.5281/zenodo.13742592","title":"Triepeolus mexicanus","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Basal (medicine); Taxonomy (biology); Ovoid; Holotype; Morphology (biology)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000714584,0.0001070608,0.0001011815,0.00005505668,0.001363022,0.001483017,0.0008768057,0.0000611444,0.03198136],"category_scores_gemma":[0.0004342935,0.00005018186,0.00007288696,0.0009132117,0.0001304241,0.0002530271,0.0006500582,0.0002689253,0.01589607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000910942,"about_ca_system_score_gemma":0.000001905919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004793447,"about_ca_topic_score_gemma":0.000001969843,"domain_scores_codex":[0.9983071,0.000269053,0.0001689115,0.0004078865,0.00045161,0.0003954344],"domain_scores_gemma":[0.9993193,0.00008476237,0.00002453966,0.0001198613,0.0002294815,0.0002221235],"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":[0.00002966523,0.00004921019,0.000001571793,0.00002005223,0.0000232509,0.00005494883,0.0001714679,0.00000211501,0.08088341,0.003706428,0.2149529,0.700105],"study_design_scores_gemma":[0.00007418671,0.0002462858,0.001352431,0.00002119877,0.000004307773,0.00009869627,0.0001122207,0.0002342361,0.001335235,0.0005173321,0.995884,0.0001198609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4307763,0.001167282,0.0001746427,0.008401087,0.0002861957,0.0007666802,0.0004253756,0.003770416,0.554232],"genre_scores_gemma":[0.995644,0.0001533696,0.00002692542,0.0001314226,0.0003804985,4.644937e-8,0.0007355668,0.00008781077,0.00284037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7809311,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882937392792956,"score_gpt":0.2500994795154856,"score_spread":0.201270105587556,"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."}}