{"id":"W4311819641","doi":"10.1190/geo2022-0065.1","title":"A phase transition in the O’Doherty-Anstey model","year":2022,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scattering; Smoothness; Lag; Weighting; Statistical physics; Phase transition; Partition (number theory); Function (biology); Phase (matter); Mathematics; Reflectivity; Physics; Optics; Mathematical analysis; Condensed matter physics; Quantum mechanics; Computer science; Acoustics; Combinatorics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002214469,0.00005208197,0.00005562027,0.00003359253,0.000185053,0.00001770579,0.0001844581,0.000009844903,0.0003753104],"category_scores_gemma":[0.000001667412,0.00003904128,0.00003504211,0.0002022993,0.00002423125,0.0001005057,0.000005056746,0.0001654515,0.0000300263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000366418,"about_ca_system_score_gemma":0.0000238825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906157,"about_ca_topic_score_gemma":0.0000129818,"domain_scores_codex":[0.9994298,0.00007516364,0.00007418434,0.0001047256,0.0001899963,0.000126081],"domain_scores_gemma":[0.9998134,0.00002684623,0.00001968222,0.0001192783,0.000005862378,0.000014949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001874498,0.0007202395,0.0008868159,0.0000238925,0.00001354493,0.00006704181,0.02235952,0.176673,0.0003178875,0.001467807,0.07525107,0.7220317],"study_design_scores_gemma":[0.0003977912,0.0001622759,0.0002668156,0.000002026661,0.000005075487,0.000007182441,0.001201488,0.9642943,0.00006722331,0.02376146,0.009752302,0.00008202488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811154,0.00008087671,0.003505729,0.002658899,0.0001107172,0.0001582411,0.0001207988,0.00007564559,0.01217371],"genre_scores_gemma":[0.9910368,0.000006696996,0.0002549563,0.008469209,0.00002837225,0.000004311833,0.0001125176,0.000001483263,0.0000856746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7876213,"threshold_uncertainty_score":0.4109386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848932300354641,"score_gpt":0.2264536947228629,"score_spread":0.2079643717193165,"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."}}