{"id":"W4214705318","doi":"10.1190/1.1438528","title":"An introduction to this Special Section","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Section (typography); Special section; Computer science; Engineering; Engineering physics; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002624979,0.00006037877,0.00007352031,0.00002631608,0.0001818176,0.00004465531,0.0001342422,0.00002965134,0.01836258],"category_scores_gemma":[0.00002870849,0.00003735477,0.00002371444,0.0003295377,0.00002363393,0.0001083788,0.000001763761,0.0001384419,0.006526463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003459873,"about_ca_system_score_gemma":0.00000550498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003403472,"about_ca_topic_score_gemma":0.0001829719,"domain_scores_codex":[0.9993519,0.0001218119,0.00007059663,0.0001643678,0.0001085081,0.0001827709],"domain_scores_gemma":[0.9996936,0.0000637684,0.00001115081,0.0001428984,0.00001001025,0.00007858794],"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":[0.00004204098,0.000009830208,0.0003574258,9.026465e-7,0.000002258293,4.57075e-7,0.0002481765,0.001306727,0.0003332563,0.00008663985,0.0368486,0.9607637],"study_design_scores_gemma":[0.00005324213,0.0003295433,0.1197903,0.000001254519,0.000008025912,0.000007358657,0.00001190679,0.001823787,0.0009382225,0.002659589,0.8742723,0.0001044565],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316458,0.00001846525,0.0002453597,0.007260909,0.002313437,0.0001199633,0.000004126675,0.00008130458,0.05831071],"genre_scores_gemma":[0.910137,0.00000718298,0.0009883497,0.001107041,0.06340218,0.000001198766,0.00002159387,0.000003461692,0.02433201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9606592,"threshold_uncertainty_score":0.9942471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515572934786844,"score_gpt":0.2494011331163681,"score_spread":0.2342454037684996,"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."}}