{"id":"W4411441853","doi":"10.4153/s0008439525100738","title":"Relative cell complexes in closure spaces","year":2025,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southeast Center for Mathematics and Biology; National Science Foundation","keywords":"Mathematics; Closure (psychology); 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":[0.004188928,0.000560171,0.0006683755,0.00194802,0.002458248,0.00425574,0.001134345,0.001345265,0.005430537],"category_scores_gemma":[0.009188973,0.0005132944,0.000875567,0.0006481462,0.005438068,0.007504964,0.005586097,0.002021481,0.0005304129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131094,"about_ca_system_score_gemma":0.0007615577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008527036,"about_ca_topic_score_gemma":0.0004187901,"domain_scores_codex":[0.9961548,0.0008726,0.0002574887,0.0008067411,0.001359693,0.0005486799],"domain_scores_gemma":[0.993333,0.002099628,0.0007602965,0.0008103276,0.001502562,0.001494111],"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":[0.00003675593,0.00002389315,0.0009351179,0.00004114134,0.000007979683,0.0002729536,0.0009315668,0.0005237043,0.004600674,0.9902492,0.0002214613,0.002155642],"study_design_scores_gemma":[0.00007168732,0.0003476277,0.004589312,0.00009966096,0.00003953336,0.001544048,0.003427674,0.01483351,0.02331054,0.9223588,0.02930548,0.00007196322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7574883,0.0006977838,0.2009255,0.0006592587,0.00021813,0.0001700032,0.0001715895,0.00029819,0.03937125],"genre_scores_gemma":[0.9816844,0.0001233532,0.01427693,0.00009783998,0.00005909525,0.00009180135,0.0001828165,0.00005159612,0.003432301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005430537,"threshold_uncertainty_score":0.02215344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004655358802206341,"score_gpt":0.2126528447480021,"score_spread":0.2079974859457958,"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."}}