{"id":"W7079461726","doi":"10.5281/zenodo.17031377","title":"Coproica ferruginata","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; Fishing village; Village communities; Ancient city; Chine","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":[0.0001037985,0.0007629458,0.000343996,0.001942029,0.002013738,0.0004533918,0.0005827017,0.0003283841,0.01901014],"category_scores_gemma":[0.000289304,0.0002203737,0.0002176191,0.0007617856,0.0006145372,0.0007142268,0.0006614055,0.0003191366,0.003217081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009649999,"about_ca_system_score_gemma":0.0003560941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04593409,"about_ca_topic_score_gemma":0.09741857,"domain_scores_codex":[0.9998605,0.0000125101,0.00001011808,0.00006709941,0.00002891786,0.00002075568],"domain_scores_gemma":[0.9999002,0.00001277683,0.00003848706,0.0000122585,0.00002176641,0.00001436425],"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":[0.0007590001,0.0003375571,0.123252,0.001502753,0.0001823653,0.00342472,0.009194924,0.0009185523,0.04076203,0.006044142,0.02354799,0.790074],"study_design_scores_gemma":[0.00004979741,0.0002595365,0.6811526,0.0003101751,0.0001202792,0.004107011,0.002390541,0.0003394229,0.001908335,0.0008002699,0.3085191,0.00004291806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6964475,0.008394249,0.001923892,0.0003478029,0.0002362176,0.0004629742,0.003288864,0.000672295,0.2882262],"genre_scores_gemma":[0.9542674,0.00207782,0.001756501,0.0001768173,0.0001495298,0.0001089593,0.00231183,0.00005241264,0.03909885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04593409,"threshold_uncertainty_score":0.09133345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577611622257388,"score_gpt":0.2404869747122797,"score_spread":0.2147108584897058,"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."}}