{"id":"W2809857316","doi":"10.1190/tle37070490.1","title":"One world. One diverse, evolving geophysical community","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technician; China; Field (mathematics); Exploration geophysics; Geophysics; Reflection (computer programming); Geology; Geography; Engineering; Computer science; Archaeology","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":[0.004646614,0.0008956404,0.0007968446,0.002735084,0.01817641,0.01746616,0.001857283,0.005012436,0.05893222],"category_scores_gemma":[0.009213892,0.000584928,0.0005969074,0.002521193,0.0120079,0.02907498,0.02515704,0.009504091,0.01585039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856012,"about_ca_system_score_gemma":0.005510526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004157604,"about_ca_topic_score_gemma":0.006261948,"domain_scores_codex":[0.9946799,0.001910362,0.000171801,0.0009993683,0.00120599,0.00103258],"domain_scores_gemma":[0.9878306,0.001032539,0.0005237614,0.0009697256,0.002378423,0.007264928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008654275,0.0001374917,0.003076895,0.0002310088,0.00003300071,0.0007423302,0.05063691,0.0001155109,0.0008962172,0.3023068,0.5190405,0.1226968],"study_design_scores_gemma":[0.000005407158,0.00001731145,0.0003530931,0.0001366907,0.000004372645,0.0002736715,0.01729668,0.0000535473,0.00004880999,0.02029466,0.9614932,0.00002253814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.02028879,0.01470248,0.01444474,0.4160946,0.01540247,0.0001629124,0.0004352512,0.0008805734,0.5175882],"genre_scores_gemma":[0.2830259,0.01312887,0.0108132,0.1586456,0.006363226,0.0003026204,0.0006712089,0.001124716,0.5259246],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05893222,"threshold_uncertainty_score":0.1971479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07046302189926512,"score_gpt":0.2785969110189669,"score_spread":0.2081338891197018,"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."}}