{"id":"W6968103697","doi":"10.5281/zenodo.14597172","title":"Gonatocerus californicus","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Odor; Holotype; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246787,0.0005646992,0.000226981,0.001490269,0.0007237142,0.0003433574,0.0003857932,0.0001948973,0.01519582],"category_scores_gemma":[0.0003101338,0.0001782451,0.0001356584,0.0008705072,0.0003786083,0.0003759859,0.0006519746,0.0002898423,0.003052966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005569246,"about_ca_system_score_gemma":0.0004987943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03395009,"about_ca_topic_score_gemma":0.0677464,"domain_scores_codex":[0.9998754,0.000009392192,0.00001083808,0.00004356275,0.00004458867,0.00001616694],"domain_scores_gemma":[0.9997824,0.00002303527,0.00008171993,0.00002374736,0.00005476672,0.00003427613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00127938,0.0001414015,0.3282381,0.001345395,0.00009577461,0.002470403,0.001948966,0.0006727243,0.01805496,0.002408559,0.05425373,0.5890906],"study_design_scores_gemma":[0.0000989672,0.0002021287,0.7790045,0.0007152409,0.00008058463,0.003051839,0.001125767,0.0002436813,0.001874454,0.0004964864,0.2130734,0.00003292157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4861025,0.00747739,0.001180958,0.0003468851,0.0003304819,0.0003571995,0.01697564,0.0005805218,0.4866485],"genre_scores_gemma":[0.9169133,0.006366087,0.002887246,0.0005007162,0.0001370498,0.0002287473,0.01426381,0.00006593849,0.05863699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03395009,"threshold_uncertainty_score":0.06750494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373935120702828,"score_gpt":0.2230185611276057,"score_spread":0.1892792099205774,"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."}}