{"id":"W4244079872","doi":"10.1190/tle37040308.1","title":"Reviews","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":"Calgary Construction Association","funders":"","keywords":"Library science; Geology; Engineering; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001123081,0.00118869,0.001325616,0.003382645,0.0006769671,0.003981718,0.00259826,0.002566902,0.2384452],"category_scores_gemma":[0.005739578,0.0004841787,0.000883085,0.002834484,0.0007912668,0.003333824,0.001960832,0.002553989,0.2149062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714451,"about_ca_system_score_gemma":0.003901815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519526,"about_ca_topic_score_gemma":0.003396478,"domain_scores_codex":[0.998722,0.0001780519,0.0001285987,0.0002738941,0.0005759801,0.000121437],"domain_scores_gemma":[0.9971608,0.0007471633,0.0002226644,0.0002426788,0.001230444,0.0003962756],"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":[0.00003108339,0.00002209579,0.0000793599,0.001798026,0.00001394938,0.00008824341,0.00005185495,0.00006614429,0.0001870031,0.003029183,0.7504337,0.2441994],"study_design_scores_gemma":[0.00000254682,0.00000451239,0.00006908594,0.0004174435,0.000004153608,0.0001405706,0.00001538069,0.000004832716,0.00002226692,0.0004451493,0.9988714,0.000002666526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004185012,0.7103792,0.001897863,0.02839421,0.04379587,0.0001299867,0.002575724,0.0007743937,0.2116342],"genre_scores_gemma":[0.003530508,0.6751856,0.002453662,0.02185723,0.02605265,0.0001685367,0.004705407,0.0005493151,0.2654971],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7615548,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303899183732648,"score_gpt":0.2974066597589204,"score_spread":0.2443676679215939,"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."}}