{"id":"W4238325060","doi":"10.1007/978-3-662-53120-4_300160","title":"Deviation from Flatness","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Flatness (cosmology); Mathematics; Physics; Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000599134,0.0005836444,0.0005573776,0.0009826917,0.001131238,0.001977687,0.0007657657,0.0008764334,0.02703244],"category_scores_gemma":[0.00356235,0.0004079136,0.0005123775,0.0007952554,0.002729625,0.002473503,0.001968173,0.003015619,0.007286818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009628127,"about_ca_system_score_gemma":0.0006896865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717996,"about_ca_topic_score_gemma":0.001953912,"domain_scores_codex":[0.9992231,0.0001127301,0.00002577843,0.0001830228,0.0003685165,0.0000867909],"domain_scores_gemma":[0.9991241,0.0002148825,0.00003351597,0.0003419147,0.0002247735,0.00006084663],"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":[0.00001938482,0.000008032414,0.0001222866,0.00002834821,0.000005249276,0.00004931194,0.0001155816,0.001575826,0.0009512744,0.9460921,0.01401177,0.03702086],"study_design_scores_gemma":[0.000003556929,0.00001686819,0.0003521292,0.00002820691,0.000003631947,0.0001583905,0.00006842982,0.004392193,0.0008832384,0.9409866,0.05309713,0.000009563614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01917774,0.001857044,0.1071616,0.003111112,0.0006644264,0.00003012214,0.0002846645,0.0006497884,0.8670633],"genre_scores_gemma":[0.5472508,0.002169903,0.03532321,0.001875252,0.0004701304,0.0001087248,0.0007832417,0.001353786,0.410665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02703244,"threshold_uncertainty_score":0.09043252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006332540042748353,"score_gpt":0.1575308009220281,"score_spread":0.1511982608792797,"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."}}