{"id":"W4206228920","doi":"10.12987/9780300262445-012","title":"7. Standoff","year":2021,"lang":"en","type":"book-chapter","venue":"Collapse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003959321,0.001371778,0.0007094936,0.002375026,0.003879671,0.006349427,0.001399881,0.003269553,0.6373395],"category_scores_gemma":[0.001247765,0.000675516,0.0005935789,0.001958843,0.0008018237,0.004179877,0.003247988,0.003230373,0.5552728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492159,"about_ca_system_score_gemma":0.002026764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472133,"about_ca_topic_score_gemma":0.0558322,"domain_scores_codex":[0.999598,0.00004414049,0.00001045023,0.00005279087,0.0002060401,0.00008858124],"domain_scores_gemma":[0.9997174,0.00005526188,0.00001017814,0.00002711413,0.0001213516,0.00006873846],"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":[0.000009849865,0.00001674273,0.00003675709,0.00003886591,8.28706e-7,0.00002834667,0.00008573628,0.00002722199,0.00005214401,0.01351875,0.9316391,0.05454566],"study_design_scores_gemma":[0.000002160119,0.000004293218,0.00009868434,0.00008412245,0.000001018423,0.00003150656,0.00009439165,0.00003534364,0.00005635781,0.002940998,0.9966457,0.000005405101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001152119,0.001217806,0.0004750779,0.0009586606,0.0005948186,0.000028537,0.0003826698,0.0003293812,0.9958978],"genre_scores_gemma":[0.0003925388,0.0003803425,0.000127607,0.0003169818,0.00005152968,0.00001289492,0.000140926,0.0001843709,0.9983929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6373395,"threshold_uncertainty_score":0.5172912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690571861641743,"score_gpt":0.2454792284637976,"score_spread":0.2185735098473802,"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."}}