{"id":"W4239640894","doi":"10.1190/tle36121039.1","title":"Reviews","year":2017,"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":"University of Calgary","funders":"","keywords":"Psychology","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":[0.001154714,0.001027624,0.001265813,0.003065543,0.0006518715,0.003701751,0.002373144,0.002474302,0.2715835],"category_scores_gemma":[0.006344324,0.0003912658,0.0008045534,0.002929786,0.0007858156,0.002863303,0.002010109,0.002390049,0.2302524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405267,"about_ca_system_score_gemma":0.003369273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204853,"about_ca_topic_score_gemma":0.00298276,"domain_scores_codex":[0.9988261,0.0001541313,0.0001170085,0.0002339521,0.0005545231,0.0001142187],"domain_scores_gemma":[0.9973212,0.0007398731,0.0001823644,0.000261089,0.001090829,0.0004046894],"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":[0.0000295305,0.00001931313,0.00006127231,0.001228417,0.00001149495,0.0000631689,0.00004215704,0.00005275911,0.0001413401,0.003556803,0.8177558,0.1770379],"study_design_scores_gemma":[0.000002534071,0.000003788602,0.0000610023,0.0003136303,0.000003142836,0.00009480958,0.00001118059,0.000003421822,0.00001647123,0.0005446498,0.9989434,0.000002066667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004322333,0.6361504,0.002181069,0.0343209,0.06418377,0.0001398931,0.004184132,0.001054738,0.2573529],"genre_scores_gemma":[0.003697154,0.5987546,0.002759625,0.0279268,0.03543189,0.000190578,0.007155306,0.0007175105,0.3233664],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7284166,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06049084818499775,"score_gpt":0.2859225136147269,"score_spread":0.2254316654297292,"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."}}