{"id":"W4395680333","doi":"10.1007/978-3-031-54849-9_11","title":"Gaian-Global War","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000102556,0.000217462,0.0002124725,0.00004436932,0.00005495175,0.00004136613,0.0001395376,0.0002323334,0.02737334],"category_scores_gemma":[0.000002068968,0.0001632842,0.0001430049,0.00002680357,0.00004367602,0.00006059542,0.00001009763,0.0001925504,0.04111142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008290885,"about_ca_system_score_gemma":0.0000635387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786752,"about_ca_topic_score_gemma":0.01021789,"domain_scores_codex":[0.998943,0.000005006994,0.0002379144,0.0003333816,0.0002795047,0.0002011757],"domain_scores_gemma":[0.9995874,0.00001775832,0.00005486978,0.0002038472,0.00002512407,0.0001110262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001399622,0.000002800188,0.00656986,0.0002278105,0.0001620873,0.0002156406,0.0000326072,0.0001162397,2.452755e-7,0.626785,0.2644333,0.1014404],"study_design_scores_gemma":[0.00003626605,0.00004877858,0.002923823,0.0001401093,0.00003236387,0.00005483567,0.00001074039,0.0006837942,1.140827e-7,0.1251253,0.8707048,0.0002390876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000377092,0.01276345,0.00002438391,0.0001581988,0.001495607,0.0001251331,0.0003416594,0.0001545128,0.9848993],"genre_scores_gemma":[0.01627012,0.0003270587,0.00008415058,0.0002205849,0.0005805381,2.340199e-7,0.0002175461,0.000005770807,0.982294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6062716,"threshold_uncertainty_score":0.9735157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363533249598135,"score_gpt":0.1957635486678976,"score_spread":0.1821282161719163,"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."}}