{"id":"W3013624007","doi":"","title":"Integration of Field Geophysics and Geology in an International Setting: Multidisciplinary Geoscience Field Experience at the University of Western Ontario","year":2010,"lang":"en","type":"article","venue":"AGUFM","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multidisciplinary approach; Field (mathematics); Geology; Earth science; Geophysics; Physical geography; Geography; Sociology; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.0001053709,0.00003700644,0.00006609967,0.00002394386,0.00006359233,0.000004843841,0.0001838308,0.00004178425,0.0005002982],"category_scores_gemma":[0.00003702345,0.00002545737,0.00001790503,0.0000553881,0.0001096554,0.0001188378,0.00003826608,0.0001115753,0.000003403784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001558163,"about_ca_system_score_gemma":0.00001410957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1323892,"about_ca_topic_score_gemma":0.7466307,"domain_scores_codex":[0.9996349,0.00002150788,0.00008061067,0.000122714,0.00007313408,0.0000671817],"domain_scores_gemma":[0.9996746,0.0001275442,0.00005134436,0.00009864103,0.00002551385,0.00002232019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001882633,0.000009995854,0.9841114,8.996425e-7,0.000001347203,0.000001698962,0.003139257,0.001564737,0.001002694,0.00001663576,0.000001376414,0.0101311],"study_design_scores_gemma":[0.00005847403,0.00009118234,0.9353093,0.000003967777,0.000002702216,0.000001813334,0.00060249,0.06331223,0.0003164572,0.0002036227,0.00006590452,0.00003183525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986203,0.000007278389,0.0004014035,0.0005228287,0.00008508776,0.00002359895,0.000002763307,0.000002686194,0.0003340333],"genre_scores_gemma":[0.9990883,0.000008624073,0.000550464,0.00005238645,0.000009857154,6.544729e-8,0.00001158826,2.656399e-7,0.0002784602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6142415,"threshold_uncertainty_score":0.8733884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521350432790015,"score_gpt":0.2318574992491338,"score_spread":0.2166439949212337,"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."}}