{"id":"W4254068990","doi":"10.1007/978-3-662-44185-5_100303","title":"Diffuse Bands","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geology; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.0001447596,0.0002961386,0.0005556017,0.0001372703,0.00001621899,0.000006504885,0.0009123771,0.0003072945,0.0000505917],"category_scores_gemma":[0.00009340313,0.0002691421,0.0001100482,0.00002914611,0.0001020788,0.0001010875,0.0004298458,0.0003472532,0.000106194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004815786,"about_ca_system_score_gemma":0.00008638417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.452512e-7,"about_ca_topic_score_gemma":5.612855e-7,"domain_scores_codex":[0.9987202,0.00001023727,0.0004476944,0.0003996135,0.000150418,0.0002718052],"domain_scores_gemma":[0.9986316,0.0001618445,0.0002198453,0.0007422328,0.0001270702,0.0001174128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003575091,0.00002399733,0.000003380716,0.00004743515,0.0000384353,0.0000114117,0.00009382146,0.002096018,0.00004587248,0.9890891,0.001951,0.006596009],"study_design_scores_gemma":[0.0006846224,0.0004244996,0.000007777226,0.00022741,0.00004203151,0.0000552935,0.00000264347,0.008543916,0.00003661372,0.4987128,0.490504,0.0007583651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00001763242,0.0002936805,0.5683489,0.00003234141,0.0004981724,0.00008619076,0.000008933343,0.0001095629,0.4306045],"genre_scores_gemma":[0.002221534,0.00039971,0.6237323,0.00004720028,0.0004736341,0.00001890843,0.00003673242,0.00009689252,0.3729731],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4903762,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193489256685557,"score_gpt":0.23921320303035,"score_spread":0.2198642773617943,"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."}}