{"id":"W2381688724","doi":"","title":"The policy systems of geological information services in main developed countries and its characteristics","year":2007,"lang":"en","type":"article","venue":"Dizhi tongbao","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geological survey; Information system; General partnership; Service (business); Process (computing); Business; Computer science; Geology; Marketing; Finance; Engineering","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":[0.002334097,0.0002055416,0.0001764407,0.004253228,0.00186482,0.004734099,0.0006241873,0.0008090005,0.003914292],"category_scores_gemma":[0.007479721,0.000355868,0.0002858246,0.009089894,0.002594734,0.002405589,0.001338354,0.0008222896,0.0006174322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004459,"about_ca_system_score_gemma":0.01073937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03841729,"about_ca_topic_score_gemma":0.01688382,"domain_scores_codex":[0.9959222,0.001054168,0.0004977227,0.0004542606,0.001464318,0.0006073588],"domain_scores_gemma":[0.9944873,0.001672937,0.001165605,0.0006283374,0.00169254,0.0003531748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004622181,0.00003148809,0.02148354,0.0001761622,0.0000226102,0.0002850865,0.00259149,0.003184937,0.0005912539,0.9047998,0.01197476,0.05481259],"study_design_scores_gemma":[0.00002351105,0.00006599625,0.1114459,0.0003385838,0.00004460422,0.0009347146,0.004500932,0.007299486,0.002144541,0.1013307,0.7717607,0.0001103175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.38036,0.008293009,0.04404075,0.01084923,0.0002253264,0.0006108516,0.00608821,0.0007806253,0.548752],"genre_scores_gemma":[0.9458377,0.002893119,0.01925227,0.0007053206,0.000068487,0.0003281464,0.002419492,0.00009723881,0.02839831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03841729,"threshold_uncertainty_score":0.07638735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247812315441026,"score_gpt":0.2232173552697602,"score_spread":0.21073923211535,"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."}}