{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001568733,0.0004265732,0.000609083,0.0001830245,0.00008096214,0.00009579978,0.0002715357,0.0004270975,0.01925549],"category_scores_gemma":[0.00007426995,0.0004656479,0.0002521691,0.00006606924,0.0001130966,0.00004823911,0.0002042074,0.0003860584,0.04080438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115019,"about_ca_system_score_gemma":0.0005493218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000341955,"about_ca_topic_score_gemma":0.00009588344,"domain_scores_codex":[0.9982615,0.00002003049,0.0003102041,0.000556174,0.0005555666,0.000296514],"domain_scores_gemma":[0.9982684,0.00007025956,0.0002057783,0.0009512997,0.0003221777,0.000182116],"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":[0.00006302055,0.00001645792,0.000003717472,0.0000535507,0.0001919678,0.001073689,0.00005092409,0.000002510677,0.0003630133,0.3806345,0.6164931,0.001053555],"study_design_scores_gemma":[0.0005398957,0.00003128833,0.000003871598,0.0002560847,0.0001254567,0.00003752503,0.000009775665,0.000003236547,0.0001847075,0.006908511,0.9914067,0.0004928931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004240462,0.005828818,0.000004691541,0.00005564216,0.0006645582,0.0003493621,0.001011079,0.0002611427,0.9917823],"genre_scores_gemma":[0.0003535745,0.0001812877,0.000183477,0.0001315815,0.0005162376,0.00001441889,0.000322093,0.0004319858,0.9978653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3749136,"threshold_uncertainty_score":0.9997795,"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."}}