{"id":"W4396213995","doi":"10.1007/978-3-031-55564-0_9","title":"Preliminaries","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in systems, decision and control","topic":"Functional Equations Stability Results","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099058,0.00140767,0.000829138,0.001948098,0.002043135,0.002893055,0.001361556,0.001037893,0.1009824],"category_scores_gemma":[0.001783263,0.0003838968,0.0005033094,0.002234173,0.001512053,0.003274534,0.001785201,0.002407384,0.06394551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026214,"about_ca_system_score_gemma":0.0007228415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520092,"about_ca_topic_score_gemma":0.001744186,"domain_scores_codex":[0.9994734,0.0001471478,0.00003461533,0.0001282194,0.0001556026,0.00006099445],"domain_scores_gemma":[0.999593,0.0001424498,0.00003054904,0.00007117356,0.0001293452,0.00003358537],"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":[0.000009130123,0.00001867361,0.00003452086,0.0001434104,0.000002411277,0.00004149605,0.0001867946,0.0001782778,0.0002442473,0.8907308,0.0870259,0.02138437],"study_design_scores_gemma":[0.000002302791,0.000009738769,0.00007457306,0.00006162962,0.000002801229,0.00009290649,0.0001000823,0.0001884171,0.0001206088,0.280477,0.7188652,0.00000470603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001661089,0.007531111,0.04141778,0.00362818,0.002421861,0.00008829431,0.001962175,0.0002755173,0.9410139],"genre_scores_gemma":[0.05339485,0.01491731,0.02794563,0.00399284,0.003189872,0.0004919395,0.004178219,0.0006509332,0.8912383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1009824,"threshold_uncertainty_score":0.3378197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333351311825447,"score_gpt":0.3784703706705934,"score_spread":0.2451352394880486,"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."}}