{"id":"W7079547715","doi":"10.5281/zenodo.17025531","title":"Monodontomerus obscurus Westwood 1833","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arundo donax; Woody plant; Czech","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":[0.00008201703,0.0006124556,0.0002444816,0.001350734,0.001674887,0.000407106,0.0003411226,0.0003116846,0.01255171],"category_scores_gemma":[0.0001774398,0.0002292381,0.0001280286,0.0007974766,0.0006117469,0.000967301,0.0005276144,0.0003365823,0.004109155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006811633,"about_ca_system_score_gemma":0.0001888504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050533,"about_ca_topic_score_gemma":0.02870678,"domain_scores_codex":[0.9998969,0.000006041557,0.00001027842,0.00003950655,0.00003358286,0.00001363715],"domain_scores_gemma":[0.9999379,0.00000984152,0.000024428,0.000005008741,0.00001215182,0.00001061897],"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":[0.001399904,0.0002921847,0.2181767,0.001458408,0.0001526662,0.009858597,0.01807358,0.0008513905,0.1413277,0.007887292,0.02685661,0.573665],"study_design_scores_gemma":[0.00003992609,0.0003737934,0.7113511,0.0002842825,0.00009767411,0.006964313,0.003628506,0.0003830688,0.004857056,0.0009994429,0.2709813,0.00003953521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8187168,0.00416398,0.001997372,0.0002076146,0.0002366635,0.0001664753,0.002230315,0.0002031029,0.1720776],"genre_scores_gemma":[0.9495875,0.002517205,0.001952686,0.0003400698,0.0001465746,0.00007470767,0.002355153,0.00004399009,0.04298215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255171,"threshold_uncertainty_score":0.04198968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232042324795654,"score_gpt":0.2406944748192816,"score_spread":0.1983740515713251,"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."}}