{"id":"W7087947791","doi":"10.5281/zenodo.17327615","title":"Bembidion (Notaphus) insulatum","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stratum spinosum; Identification (biology); Developmental stage","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":[0.00009634015,0.0005368523,0.0003598865,0.001354229,0.002189304,0.0004473133,0.0004218585,0.0005832757,0.02140192],"category_scores_gemma":[0.0002909357,0.0002513142,0.0001435618,0.001041508,0.0006969317,0.000679476,0.0007640463,0.0006711925,0.005108349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038535,"about_ca_system_score_gemma":0.000527624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05135234,"about_ca_topic_score_gemma":0.1828017,"domain_scores_codex":[0.9998744,0.0000132905,0.000007206011,0.00003712701,0.000039773,0.00002823544],"domain_scores_gemma":[0.9998876,0.00001921522,0.0000487666,0.000006618487,0.00002269426,0.00001514091],"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":[0.001009263,0.0001437727,0.05504216,0.001745219,0.00007727242,0.002336154,0.003349673,0.0006548797,0.01992922,0.009896728,0.08349027,0.8223255],"study_design_scores_gemma":[0.00006159486,0.0001218606,0.3965158,0.0008471414,0.00009555806,0.002074753,0.001663095,0.0002292977,0.001413295,0.001490543,0.5954616,0.00002540148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3035021,0.02834079,0.002689732,0.002442063,0.001235284,0.000690667,0.00784336,0.000440032,0.6528161],"genre_scores_gemma":[0.9097103,0.007115605,0.005455697,0.0009283478,0.0002245882,0.0003914408,0.003799787,0.00005249115,0.07232171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05135234,"threshold_uncertainty_score":0.1021068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669415069641081,"score_gpt":0.2950228883036148,"score_spread":0.268328737607204,"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."}}