{"id":"W4413607422","doi":"10.28924/2291-8639-23-2025-210","title":"b∗-I-Open Sets and Their Role in Weaker Forms of Paracompactness","year":2025,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Pure mathematics","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":[0.003373384,0.0004783843,0.0007413452,0.001709544,0.002020325,0.003401824,0.001168338,0.0009465317,0.005927826],"category_scores_gemma":[0.008297019,0.0005536463,0.001018737,0.001168225,0.007397274,0.008749034,0.003715054,0.003055152,0.0004654575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145583,"about_ca_system_score_gemma":0.0007748935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149162,"about_ca_topic_score_gemma":0.000977267,"domain_scores_codex":[0.9966393,0.0008269862,0.0002340634,0.0007991832,0.001081821,0.0004185927],"domain_scores_gemma":[0.9889419,0.006055758,0.001166591,0.001390573,0.001453528,0.0009917165],"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":[0.00003381546,0.00001191193,0.0004543184,0.00003596744,0.000008682367,0.000109904,0.0003676161,0.0009661773,0.00112373,0.9940235,0.0001854208,0.002678919],"study_design_scores_gemma":[0.00002316764,0.00008839298,0.001113717,0.00004672415,0.00001858608,0.0005737875,0.0008835176,0.0162374,0.003075489,0.9677751,0.01013104,0.00003297458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3384639,0.001011949,0.5775051,0.001616866,0.0001587272,0.00009595374,0.0002937243,0.0002549761,0.08059876],"genre_scores_gemma":[0.9259486,0.0003649812,0.06629022,0.0002926873,0.0001283325,0.0001050514,0.0003817842,0.00008596205,0.00640239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005927826,"threshold_uncertainty_score":0.01983058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006525533811740857,"score_gpt":0.2937791207650798,"score_spread":0.287253586953339,"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."}}