{"id":"W4233341531","doi":"10.1007/978-1-4612-1330-7_10","title":"Elastic Stability","year":2000,"lang":"en","type":"book-chapter","venue":"Birkhäuser Boston eBooks","topic":"Modeling and Simulation Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"STMicroelectronics (Canada)","funders":"","keywords":"Stability (learning theory); Property (philosophy); Classical mechanics; Physics; Mechanics; Mathematics; Computer science; Philosophy","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":[0.0003857864,0.0004876288,0.0005476172,0.0002239669,0.0001755045,0.000216791,0.001063193,0.000464893,0.0004542999],"category_scores_gemma":[0.00001205724,0.0004649621,0.0002719347,0.00002212938,0.00008704369,0.0001179362,0.0002018823,0.0004421822,0.001489608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282122,"about_ca_system_score_gemma":0.0002437157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003154344,"about_ca_topic_score_gemma":0.00002072081,"domain_scores_codex":[0.9972011,0.00005683827,0.0007196881,0.000958405,0.0006876973,0.0003762002],"domain_scores_gemma":[0.99741,0.0001432848,0.000254789,0.001807813,0.000163761,0.0002203407],"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":[0.00003134079,0.00002627351,0.00002040339,0.00009895864,0.00009649387,0.00007142634,0.00142651,0.0004154677,0.0000475842,0.9148818,0.001665771,0.08121797],"study_design_scores_gemma":[0.0004324595,0.00009712575,0.00001665514,0.0002422635,0.00003393396,0.00003423492,0.000003433575,0.020433,0.0001058305,0.1061358,0.8715241,0.0009412013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002104216,0.0001985842,0.08481655,0.00005824444,0.0007355159,0.0004073354,0.00002185628,0.0006353055,0.9129162],"genre_scores_gemma":[0.1540344,0.00001680694,0.002460659,0.0003818313,0.0003795667,0.00002458614,0.00001565956,0.0001049126,0.8425816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8698583,"threshold_uncertainty_score":0.9997802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05107390651012945,"score_gpt":0.2364043360259376,"score_spread":0.1853304295158082,"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."}}