{"id":"W2370895977","doi":"","title":"Teaching Reform and Course Construction of Quantitative Geosciences and Geological Information","year":2007,"lang":"en","type":"article","venue":"Chinese Geological Education","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Course (navigation); Earth science; Quality (philosophy); Computer science; Mathematics education; Library science; Engineering management; Engineering; Geology; Geography; Archaeology; Mathematics","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":[0.002736506,0.0002620419,0.0002199232,0.0009908604,0.001139488,0.00144465,0.0009536427,0.0006953445,0.006695172],"category_scores_gemma":[0.009414585,0.0001514148,0.0003402203,0.0008982825,0.0005207267,0.001190234,0.001702544,0.0007557253,0.0006954985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00445998,"about_ca_system_score_gemma":0.008260629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005177369,"about_ca_topic_score_gemma":0.00572006,"domain_scores_codex":[0.9981729,0.0007058539,0.0001034711,0.0002507086,0.0004513877,0.0003156624],"domain_scores_gemma":[0.9964923,0.000766717,0.0003439851,0.000282534,0.001111235,0.001003061],"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":[0.0003088078,0.00339122,0.06349176,0.0005292985,0.00002489037,0.0002474603,0.008713663,0.008058629,0.009984135,0.127691,0.02722114,0.7503379],"study_design_scores_gemma":[0.0006391518,0.002402051,0.3564145,0.0007829337,0.0002319481,0.0006060091,0.01341058,0.1412565,0.06836058,0.08090942,0.3348011,0.0001853456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7864863,0.0005399845,0.09417389,0.007780612,0.0004465676,0.002561156,0.0004668628,0.0007162312,0.1068284],"genre_scores_gemma":[0.9189067,0.0002787429,0.04786729,0.0003499762,0.0001242128,0.0009294764,0.0005219168,0.00004906376,0.03097268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006695172,"threshold_uncertainty_score":0.03235954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315575955124996,"score_gpt":0.2771465042730827,"score_spread":0.2639907447218328,"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."}}