{"id":"W4235441985","doi":"10.1007/978-3-642-11274-4_2814","title":"NCA","year":2011,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Materials 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002353956,0.0006597773,0.001150176,0.0004294319,0.0000364649,0.000002882371,0.0006990231,0.001050242,0.01550253],"category_scores_gemma":[0.0000603538,0.0006336749,0.0003722354,0.00003312117,0.0007485786,0.00005869232,0.0002985784,0.0007326815,0.02149615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007472376,"about_ca_system_score_gemma":0.0002251545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003299874,"about_ca_topic_score_gemma":0.00005463156,"domain_scores_codex":[0.9976915,0.00005736487,0.0008433785,0.0007051165,0.000152457,0.0005502006],"domain_scores_gemma":[0.9976869,0.0001237924,0.0009364011,0.0009145996,0.0001896822,0.0001485731],"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":[0.0003856398,0.0001261654,0.001079253,0.0001113867,0.000869254,0.00008957522,0.0004490812,0.000003213293,0.001251993,0.7793425,0.2013749,0.01491699],"study_design_scores_gemma":[0.0003506131,0.0004600001,0.0003690034,0.00008105874,0.0001609594,0.00004085355,0.000003850704,1.334284e-7,0.00007661799,0.02414928,0.9738193,0.0004883382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002628849,0.0006882342,0.00006139291,0.0000166029,0.001136903,0.0003633169,0.0008328657,0.0001619286,0.9964759],"genre_scores_gemma":[0.002159386,0.0008780644,0.001821421,0.00003891053,0.0007400614,0.00001897161,0.0006223168,0.000344971,0.9933759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7724444,"threshold_uncertainty_score":0.9996114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683032602996124,"score_gpt":0.2199297901806208,"score_spread":0.2030994641506596,"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."}}