{"id":"W4400686644","doi":"10.1088/1755-1315/1372/1/011001","title":"Preface","year":2024,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Geochemistry and Geochronology of Asian Mineral Deposits","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Ho chi minh; Beijing; Vietnamese; Library science; Political science; Chinese academy of sciences; Geography; Socioeconomics; Sociology; Law","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":[0.001095731,0.001025058,0.0006973197,0.001872613,0.002863584,0.004390331,0.001472001,0.001580558,0.6947281],"category_scores_gemma":[0.005232789,0.0003763038,0.0006004869,0.001738918,0.0005386329,0.003348638,0.002367313,0.002860519,0.5290033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890027,"about_ca_system_score_gemma":0.002880922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005836632,"about_ca_topic_score_gemma":0.007259694,"domain_scores_codex":[0.9992323,0.00009487446,0.00005337477,0.0001578759,0.0003469725,0.0001145591],"domain_scores_gemma":[0.9971302,0.0002870788,0.0001068223,0.000221456,0.001623559,0.0006308568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002072352,0.00001304213,0.00008570277,0.00008217656,0.000001081162,0.00004297898,0.00005916568,0.0000288885,0.00007860255,0.001591157,0.9759026,0.02209385],"study_design_scores_gemma":[0.000002896751,0.000008634684,0.0002122379,0.00006750321,6.299514e-7,0.00004080054,0.00009975291,0.00001338752,0.00003666493,0.0005097082,0.9990049,0.000002909803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00132331,0.004886006,0.002682719,0.01623706,0.08684965,0.000691367,0.01967379,0.001782732,0.8658733],"genre_scores_gemma":[0.003567364,0.002355071,0.0008506198,0.003006732,0.006675751,0.0002216593,0.01112524,0.0006365145,0.9715612],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6947281,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229279263868088,"score_gpt":0.1811298124657713,"score_spread":0.1688370198270904,"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."}}