{"id":"W7078194248","doi":"10.5281/zenodo.16987872","title":"Lathys humilis","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":"Selection (genetic algorithm); Natural (archaeology); Key (lock)","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":[0.000194544,0.0007470844,0.0004156941,0.004089891,0.002444445,0.0005940679,0.000512109,0.0005109807,0.03477405],"category_scores_gemma":[0.0003715367,0.0002537978,0.0002191119,0.001936051,0.0008334714,0.001055001,0.001285364,0.0005228536,0.01148835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089419,"about_ca_system_score_gemma":0.0005844312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02375928,"about_ca_topic_score_gemma":0.05545234,"domain_scores_codex":[0.9997812,0.00002591938,0.00001338201,0.00006848608,0.00006400184,0.00004706454],"domain_scores_gemma":[0.9997962,0.00004047724,0.00007100333,0.00002046297,0.00004773216,0.00002417804],"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":[0.0003771879,0.00008335458,0.03026141,0.0006393008,0.00005595623,0.001052564,0.002139061,0.0005441532,0.01517032,0.004693822,0.03141732,0.9135655],"study_design_scores_gemma":[0.00005581546,0.0001981742,0.3582578,0.0009087898,0.0001404558,0.003186818,0.002612012,0.0008785884,0.006988264,0.003473738,0.6232512,0.00004832057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4242189,0.0236037,0.01249207,0.001723567,0.0009393288,0.0005509565,0.0141977,0.003038749,0.519235],"genre_scores_gemma":[0.871706,0.003103929,0.00737203,0.001622403,0.0002689213,0.0002329666,0.008453594,0.0001838354,0.1070564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03477405,"threshold_uncertainty_score":0.1163307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231734240187161,"score_gpt":0.2318221083982624,"score_spread":0.2086486843795463,"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."}}