{"id":"W7079707166","doi":"10.5281/zenodo.17031361","title":"Lotophila atra","year":2025,"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":"China; Distribution (mathematics); Chine; Czech; Nearctic ecozone","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":[0.0001417165,0.0007470089,0.0002822452,0.001187022,0.001086339,0.0005566115,0.0003941871,0.0006826362,0.01170137],"category_scores_gemma":[0.00035745,0.0002581309,0.0002066846,0.000540225,0.0003133923,0.001030658,0.000585802,0.0005862486,0.005687751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005471199,"about_ca_system_score_gemma":0.0001885303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378647,"about_ca_topic_score_gemma":0.004453195,"domain_scores_codex":[0.9998074,0.0000303584,0.00002386852,0.00006923375,0.00004376633,0.00002538708],"domain_scores_gemma":[0.9997835,0.00004376064,0.00008770238,0.00002765308,0.00003472352,0.0000227085],"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":[0.001930288,0.0004666662,0.09830561,0.002743402,0.0001249148,0.01061889,0.004400534,0.001875888,0.4033314,0.006181878,0.04263847,0.4273821],"study_design_scores_gemma":[0.0001933978,0.001719644,0.5461487,0.001265656,0.0001549946,0.0276542,0.003171298,0.001322733,0.01615331,0.002393467,0.3997085,0.0001141076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7293785,0.01819577,0.004971742,0.001076232,0.0005359684,0.0006100612,0.01253542,0.001060557,0.2316358],"genre_scores_gemma":[0.9453265,0.004459432,0.004556471,0.001018312,0.0001698415,0.000336697,0.005632917,0.00003519437,0.03846476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01170137,"threshold_uncertainty_score":0.03914499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272510851975115,"score_gpt":0.2309474089666911,"score_spread":0.2082223004469399,"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."}}