{"id":"W1648382866","doi":"","title":"Modelling alpha-HCH concentrations in Chinese surface soil","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Resource (disambiguation); Research center; Joint (building); Environmental science; Geography; Environmental protection; Forestry; Engineering; Political science; Civil engineering; Archaeology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001207406,0.00007946704,0.00008157015,0.00001428971,0.00007026916,0.00005209709,0.000129439,0.0000539459,0.00199089],"category_scores_gemma":[0.0000105532,0.00006345052,0.00002436944,0.0001116961,0.00003652039,0.0001587695,0.00000521418,0.0001992412,0.0002248442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001305338,"about_ca_system_score_gemma":0.00003380528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968013,"about_ca_topic_score_gemma":0.006198901,"domain_scores_codex":[0.9994085,0.00001210116,0.0001188265,0.0001514916,0.0001015047,0.0002075077],"domain_scores_gemma":[0.9997214,0.00003513358,0.00001877148,0.0001357619,0.000015453,0.00007345736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003599344,0.000008963552,0.9057412,0.000004081285,0.000001713009,0.00000521252,0.0002043236,0.09157699,0.001968162,0.00001910778,0.0001033008,0.0003633843],"study_design_scores_gemma":[0.0006750064,0.0000302172,0.493401,0.00001293014,0.000006117,0.00002793094,0.0001405848,0.489909,0.005197331,0.002889341,0.007304605,0.0004059302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797151,0.000080187,0.000185104,0.0001613378,0.000342024,0.00005302083,0.00001860519,0.00002430881,0.01942028],"genre_scores_gemma":[0.9981756,0.00001115396,0.000733243,0.00006269336,0.0001055763,3.862507e-7,0.00009159231,0.000001874931,0.0008178921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4123402,"threshold_uncertainty_score":0.9989215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008463246904807918,"score_gpt":0.2016407203820624,"score_spread":0.1931774734772544,"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."}}