{"id":"W4414063030","doi":"10.28924/2291-8639-23-2025-220","title":"Generalized \\(\\theta\\)-\\(\\Phi_{\\aleph}\\)-Contractions and \\(\\theta\\)-\\(\\mathscr{F}_{\\aleph}\\)-Expansion of Darbo-Type and Their Applications","year":2025,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Fixed Point Theorems Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prince Sultan University; King Mongkut's University of Technology North Bangkok","keywords":"Construct (python library); Order (exchange); Type (biology); Fixed point; Point (geometry); Differential (mechanical device)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060453,0.0006803731,0.0005983838,0.0007519001,0.0007778647,0.0005913236,0.0007299776,0.0006485686,0.002912638],"category_scores_gemma":[0.00184071,0.0002691952,0.0009707549,0.000532649,0.002013982,0.001935239,0.001401667,0.001549724,0.000305688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940543,"about_ca_system_score_gemma":0.000703609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006524116,"about_ca_topic_score_gemma":0.0007157994,"domain_scores_codex":[0.9996526,0.0001029282,0.00001757057,0.00009283725,0.00008142493,0.00005271396],"domain_scores_gemma":[0.9995838,0.0001260375,0.00006070192,0.0000342356,0.0001135711,0.00008179421],"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":[0.00003344138,0.00001922677,0.0003823537,0.00008650408,0.00001621547,0.0001498652,0.0002450908,0.005197876,0.009211513,0.9738725,0.0008150868,0.00997027],"study_design_scores_gemma":[0.00003837092,0.0002028422,0.001258318,0.00007906737,0.00003042255,0.001020526,0.0005005186,0.1747919,0.006924228,0.7959956,0.01909115,0.00006698838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2185559,0.003596481,0.7133707,0.001278096,0.0005427247,0.000112102,0.0001394233,0.0001153554,0.06228926],"genre_scores_gemma":[0.7706929,0.003417164,0.1873567,0.0005923836,0.0005288048,0.0003501978,0.0001965598,0.0002151337,0.0366503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002912638,"threshold_uncertainty_score":0.00974375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313295838996759,"score_gpt":0.3165817842735954,"score_spread":0.3034488258836278,"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."}}