{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007519898,0.00006659867,0.0001360254,0.00007571466,0.0001028767,0.00005789401,0.0001160259,0.00006536202,0.00002792342],"category_scores_gemma":[0.0000765296,0.0000375436,0.00001522099,0.000193847,0.00004465233,0.0001471814,0.0000132714,0.000065295,0.00003824627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002923565,"about_ca_system_score_gemma":0.00002318637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796246,"about_ca_topic_score_gemma":0.002926758,"domain_scores_codex":[0.9992462,0.0000356848,0.0003094636,0.00007107761,0.0001387502,0.0001988426],"domain_scores_gemma":[0.9995495,0.000185428,0.0001019076,0.00005961208,0.00005696305,0.00004656281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004381036,0.000004562101,0.9828689,0.00005699234,0.000009181604,0.000003715255,0.0003933307,0.001900342,0.000002980186,0.002081707,0.000007706025,0.0126268],"study_design_scores_gemma":[0.00008459187,0.00002853419,0.9291052,0.00001659803,0.000004647012,0.000004391044,0.0005063664,0.0660238,0.000008417343,0.00020364,0.003953888,0.00005989422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978113,0.000445387,0.0001908425,0.0004009557,0.00005669599,0.00006595298,0.00003572235,0.00001075219,0.0009824089],"genre_scores_gemma":[0.9992386,0.0003737021,0.00004268584,0.0001809976,0.00003811427,4.808795e-7,0.00005818215,5.061584e-7,0.00006672421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06412346,"threshold_uncertainty_score":0.4227106,"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."}}