{"id":"W7088023991","doi":"10.5281/zenodo.17327599","title":"Bembidion (Bembidion) quadrimaculatum subsp. dubitans","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Probability and Risk Models","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stratum spinosum; Identification (biology); Taxonomy (biology)","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":[0.0000839556,0.0004375377,0.0002709913,0.0009025992,0.001089568,0.0003904153,0.0003688042,0.0003551182,0.01414367],"category_scores_gemma":[0.000294787,0.0001667171,0.000136783,0.0004950176,0.0003970664,0.0005848904,0.0006783411,0.0005416857,0.002782605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008608474,"about_ca_system_score_gemma":0.0002636641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014772,"about_ca_topic_score_gemma":0.06755705,"domain_scores_codex":[0.9999295,0.000009407052,0.000003922628,0.00001860297,0.00002391279,0.00001459108],"domain_scores_gemma":[0.9999412,0.00001230851,0.00002003994,0.000003574529,0.00001290632,0.00001004293],"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":[0.0004636773,0.0001211144,0.06145346,0.0009670507,0.00007222455,0.001768371,0.001809054,0.00196025,0.01760607,0.01678407,0.05561094,0.8413836],"study_design_scores_gemma":[0.00004094912,0.0001239499,0.2696074,0.0005822101,0.0000612113,0.002535267,0.001153377,0.001108482,0.001549293,0.00431246,0.718897,0.00002855661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3709332,0.02806072,0.01171682,0.00195413,0.0008973962,0.0006615716,0.00686832,0.0003899106,0.5785179],"genre_scores_gemma":[0.9489357,0.003016852,0.005246326,0.0003694755,0.0000667352,0.0001625708,0.002320575,0.00003733359,0.03984442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02014772,"threshold_uncertainty_score":0.0473153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044806717251113,"score_gpt":0.3453755247849967,"score_spread":0.2408948530598853,"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."}}