{"id":"W174827044","doi":"10.1007/978-3-642-14755-5_3","title":"A General Approach to the Fuzzy Modeling of Spatial Relationships","year":2010,"lang":"en","type":"book-chapter","venue":"Studies in fuzziness and soft computing","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Bounding overwatch; Snapshot (computer storage); Duality (order theory); Position (finance); Dual (grammatical number); Computer science; Mathematics; Object (grammar); Algorithm; Combinatorics; Artificial intelligence","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":[0.001278231,0.0009950503,0.001266337,0.002057357,0.001041131,0.003073465,0.003906378,0.002052053,0.005987256],"category_scores_gemma":[0.002354519,0.0006516479,0.002609374,0.003657877,0.002927002,0.004593528,0.001743717,0.003090958,0.001247261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513367,"about_ca_system_score_gemma":0.001252234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007113049,"about_ca_topic_score_gemma":0.006654187,"domain_scores_codex":[0.9993266,0.0001830393,0.00005871074,0.0001462433,0.000241484,0.0000439979],"domain_scores_gemma":[0.9994525,0.0002923044,0.00004006513,0.00009399772,0.00009451171,0.0000267038],"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":[0.000004004827,0.00001061481,0.00008707225,0.00007440435,0.000023066,0.00006194483,0.0001811107,0.02114585,0.0004233205,0.9625621,0.001649302,0.01377713],"study_design_scores_gemma":[0.000004057423,0.00001062415,0.00008474565,0.0000409436,0.00001609633,0.0001000523,0.00004607435,0.0599418,0.0001714306,0.9226221,0.01695048,0.00001158169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001390186,0.00102144,0.9839369,0.000930792,0.000104494,0.00004131735,0.0002071006,0.00009869421,0.01226904],"genre_scores_gemma":[0.1248496,0.004774513,0.8520458,0.0007837021,0.0006384007,0.000384657,0.0004534647,0.00008680539,0.01598308],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007113049,"threshold_uncertainty_score":0.02002937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0951757116457981,"score_gpt":0.2858777240322836,"score_spread":0.1907020123864855,"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."}}