{"id":"W940326584","doi":"10.1007/978-1-4614-9616-8_3","title":"Normalization Analysis for Possibly-Unstable Triple Junction Zones","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in earth sciences","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Department of Energy","funders":"","keywords":"Normalization (sociology); Triple junction; Geology; Geometry; Mathematics; Sociology; Geophysics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001264263,0.0003073109,0.0006058125,0.000656096,0.0003904032,0.0003244417,0.000408692,0.0002134451,0.002235285],"category_scores_gemma":[0.00004946675,0.0002642642,0.0002152434,0.0004496631,0.0002655085,0.0003182076,0.0000273541,0.0001174704,0.0001634347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000387579,"about_ca_system_score_gemma":0.0001218563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663636,"about_ca_topic_score_gemma":0.01570679,"domain_scores_codex":[0.9977637,0.00003760327,0.000515823,0.0006940186,0.0005213082,0.0004675552],"domain_scores_gemma":[0.9990081,0.0001344927,0.0003651162,0.0002897486,0.00009804988,0.0001044552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003644973,0.00007277889,0.1612289,0.0008276199,0.001019431,0.00002334773,0.0008951797,0.38911,0.0003080642,0.3802088,0.002004243,0.06393716],"study_design_scores_gemma":[0.0009023086,0.0007652703,0.1401028,0.0002686725,0.0008104171,0.000004397231,0.00004070717,0.04984779,0.0005707901,0.04329181,0.7616736,0.001721386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05933146,0.002680945,0.03857119,0.0003860985,0.01026862,0.002671663,0.0009301265,0.0003245888,0.8848353],"genre_scores_gemma":[0.629321,0.0006736661,0.007351967,0.0003287482,0.001662528,0.00001828073,0.0009789614,0.00003309882,0.3596318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7596694,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939717029066017,"score_gpt":0.2188310678628466,"score_spread":0.1994338975721864,"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."}}