{"id":"W4389563232","doi":"10.7185/gold2023.16252","title":"Crash, bang, crustal nuclei?","year":2023,"lang":"it","type":"article","venue":"","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crash; Astrobiology; Computer science; Physics; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003419027,0.0003516345,0.0001558767,0.0003727349,0.00088162,0.00239991,0.0005805411,0.001076718,0.1087541],"category_scores_gemma":[0.000987345,0.0001763223,0.0001563618,0.0005546054,0.001347618,0.002369077,0.001064423,0.001046008,0.02513596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650385,"about_ca_system_score_gemma":0.0007071569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046942,"about_ca_topic_score_gemma":0.0119344,"domain_scores_codex":[0.9998229,0.00002176174,0.000009299924,0.00006650703,0.00005009118,0.00002954413],"domain_scores_gemma":[0.9997979,0.00002383313,0.0000274484,0.00003222799,0.00005660823,0.00006199188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001107748,0.00002074464,0.006092099,0.0004747526,0.00001853725,0.0007149318,0.0008692988,0.0003252367,0.001816845,0.3173371,0.4072815,0.2649382],"study_design_scores_gemma":[0.000005899049,0.0000114608,0.003475766,0.0001066417,0.000004372032,0.0004334797,0.0005558389,0.0001160014,0.0002188616,0.02169662,0.9733662,0.000008788444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02113999,0.03518328,0.004316679,0.04846362,0.005269788,0.00006216663,0.004087811,0.00135601,0.8801206],"genre_scores_gemma":[0.2016122,0.01841134,0.002034162,0.01062077,0.001311722,0.00005598567,0.002091325,0.0004468763,0.7634156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1087541,"threshold_uncertainty_score":0.3638186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836226148473508,"score_gpt":0.2330700340131766,"score_spread":0.2047077725284415,"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."}}