{"id":"W7113731195","doi":"","title":"ON DISCRETE HOMOGENEITY (General topology and related fields)","year":2024,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Topology (electrical circuits); Countable set; Homogeneity (statistics); Network topology; Property (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":[],"consensus_categories":[],"category_scores_codex":[0.0002313171,0.00018983,0.0002030044,0.00008412914,0.0004371278,0.0000469433,0.0001283981,0.000181904,0.0001499963],"category_scores_gemma":[0.0006793773,0.0001593635,0.00006665905,0.000135202,0.0006444484,0.0003329302,0.0001382345,0.0003932222,0.00004587476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007384199,"about_ca_system_score_gemma":0.0001331248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004413479,"about_ca_topic_score_gemma":0.00003844681,"domain_scores_codex":[0.9987663,0.00009488759,0.000300083,0.0004191656,0.0001888453,0.0002307335],"domain_scores_gemma":[0.9987359,0.0007068135,0.00004776043,0.0003726877,0.00004410694,0.00009270892],"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":[0.00009027145,0.00003894693,0.0001039785,0.00007494846,0.00009096286,0.0007092735,0.0001523069,0.000045114,0.0006718982,0.9950677,0.002615881,0.0003387614],"study_design_scores_gemma":[0.000317574,0.0001275127,0.0002087699,0.0001916646,0.00008125067,0.001288076,0.00005153629,0.0004522681,0.004794729,0.9656116,0.02657726,0.0002977889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9156794,0.002486709,0.03351227,0.001866775,0.008939639,0.0003261093,0.0006273529,0.0005289302,0.03603282],"genre_scores_gemma":[0.9912676,0.00009467686,0.003879974,0.0001630557,0.0005240459,0.000027704,0.0002138244,0.00001745867,0.00381166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0755882,"threshold_uncertainty_score":0.6498654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998382095098977,"score_gpt":0.3200955279670952,"score_spread":0.3001117070161054,"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."}}