{"id":"W4402196718","doi":"10.1190/tle43090623.1","title":"The minimum-frequency property of complex trace analysis","year":2024,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"TRACE (psycholinguistics); Property (philosophy); Mathematics; Environmental science; Computer science; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024652,0.00006149249,0.0001071286,0.00002629737,0.00008584971,0.00003930113,0.0002112334,0.00001758792,0.00001638867],"category_scores_gemma":[0.00001817282,0.00002615526,0.0001007602,0.0006008238,0.00006367735,0.00002314317,0.00001324933,0.0001110355,0.0001073792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001246747,"about_ca_system_score_gemma":0.000005742909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001533176,"about_ca_topic_score_gemma":0.000009980524,"domain_scores_codex":[0.9995952,0.00002953444,0.0001185614,0.00007749524,0.00006589671,0.0001133066],"domain_scores_gemma":[0.9993824,0.0003107495,0.00001057443,0.0002629529,0.00001451012,0.00001874848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003026964,0.00003671892,0.00009230116,0.0001972382,0.001293258,0.000001697039,0.002575081,0.004925962,0.5869154,0.0921431,0.01742876,0.2943874],"study_design_scores_gemma":[0.000121763,0.00004829091,0.0174597,0.00008573911,0.001493657,0.000004269989,0.0003172317,0.5647447,0.01510723,0.03653027,0.363667,0.0004201889],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6093954,0.01074065,0.1656218,0.01790792,0.001080819,0.001208215,0.00008298441,0.001679071,0.1922832],"genre_scores_gemma":[0.9960537,0.00003070802,0.001534581,0.00001081698,0.00009032993,0.00002716916,0.000001455884,0.00001167451,0.002239553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5718082,"threshold_uncertainty_score":0.1380178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106055015871701,"score_gpt":0.2981560233130228,"score_spread":0.2570954731543058,"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."}}