{"id":"W4243100277","doi":"10.1190/tle34050572.1","title":"Reviews","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia; Research Manitoba","funders":"","keywords":"Microseism; Hydraulic fracturing; Geology; Philosophy; Engineering physics; Art history; Engineering; Art; Petroleum engineering; Seismology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204924,0.001272468,0.00140993,0.003431418,0.001200605,0.006318222,0.002873916,0.003098389,0.4672373],"category_scores_gemma":[0.006648906,0.0004719815,0.0009448072,0.003195179,0.0009177563,0.004664939,0.003194836,0.002675832,0.3939379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204781,"about_ca_system_score_gemma":0.004764929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523975,"about_ca_topic_score_gemma":0.003783151,"domain_scores_codex":[0.9982096,0.0002230517,0.000160175,0.0003726593,0.00085156,0.0001830306],"domain_scores_gemma":[0.9970994,0.0005425655,0.0001676557,0.0003507849,0.001277312,0.0005623543],"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":[0.00003342555,0.00002836408,0.0001022029,0.0009273991,0.00001004935,0.0001006292,0.00008958529,0.00006350518,0.0002261724,0.00621846,0.8268875,0.1653126],"study_design_scores_gemma":[0.00000238378,0.000004203821,0.00006480734,0.0002167478,0.000002437835,0.0000852708,0.00002487336,0.000005954635,0.0000242526,0.0007427046,0.9988239,0.000002427282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008525387,0.2024114,0.00367768,0.0343333,0.06340555,0.0003241651,0.00757844,0.002227444,0.6851894],"genre_scores_gemma":[0.005520653,0.1526619,0.003390301,0.0195698,0.02039534,0.0002768725,0.00878772,0.001156332,0.788241],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4672373,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08554151304044261,"score_gpt":0.2744992333659697,"score_spread":0.188957720325527,"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."}}