{"id":"W7079593967","doi":"10.5281/zenodo.17031391","title":"Coproica vagans","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":"Urban village; Village communities; Fishing village; Global village; Middle level","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":[0.0001315954,0.0008737269,0.0004473061,0.001460825,0.002092243,0.000598838,0.00076056,0.0004784479,0.02873326],"category_scores_gemma":[0.000431256,0.0003144131,0.0001738648,0.0009004141,0.0007207745,0.001006984,0.0009217142,0.0005682541,0.007175894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008566292,"about_ca_system_score_gemma":0.0003928347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855268,"about_ca_topic_score_gemma":0.0339974,"domain_scores_codex":[0.9997899,0.00002960371,0.00001451373,0.00008474575,0.00005173019,0.00002954823],"domain_scores_gemma":[0.9997955,0.00003125812,0.0000695281,0.00002515153,0.00004516559,0.00003344713],"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":[0.001479461,0.0004252293,0.1261053,0.00210685,0.000158674,0.003779841,0.008217874,0.0006101059,0.04885683,0.009677658,0.06783435,0.7307478],"study_design_scores_gemma":[0.00009580312,0.0003592639,0.5138904,0.0007721618,0.0001149193,0.004817748,0.005157929,0.0004401559,0.002898495,0.001176621,0.4702188,0.00005768079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3904358,0.02021706,0.003478976,0.0007218155,0.0007039061,0.0008648677,0.007399501,0.0005250158,0.5756531],"genre_scores_gemma":[0.9398285,0.006318452,0.004075024,0.0007030378,0.0003310376,0.0002932218,0.005464453,0.00006531018,0.04292095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02873326,"threshold_uncertainty_score":0.09612232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242705503025482,"score_gpt":0.2316299847593354,"score_spread":0.2092029297290805,"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."}}