{"id":"W585824775","doi":"","title":"Geometric ordering of concepts, logical disjunction, and learning by induction","year":2004,"lang":"en","type":"article","venue":"National Conference on Artificial Intelligence","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mereology; Computer science; Distributive property; Theoretical computer science; Convexity; Distributive lattice; Representation (politics); Boolean algebra; Closure (psychology); Artificial intelligence; Algorithm; Mathematics; Pure mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003343754,0.000555283,0.0007181991,0.001384654,0.001219837,0.002259002,0.00154008,0.0007061498,0.005701826],"category_scores_gemma":[0.00985588,0.0004889969,0.001492538,0.001967426,0.00785558,0.009161996,0.003751617,0.003059583,0.0006568281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282026,"about_ca_system_score_gemma":0.001349712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600128,"about_ca_topic_score_gemma":0.002805543,"domain_scores_codex":[0.9969115,0.001030077,0.0001921919,0.0007865464,0.0008850099,0.0001947131],"domain_scores_gemma":[0.9943341,0.003930067,0.0004014318,0.0006533578,0.0004886914,0.0001922688],"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":[0.0000432721,0.00002947357,0.0004604145,0.0001132109,0.00001586063,0.00006833245,0.0003178541,0.006067124,0.0005091967,0.9392713,0.001449025,0.05165496],"study_design_scores_gemma":[0.000009802054,0.00001329351,0.0001020757,0.00001062845,0.000004802817,0.00003903842,0.00003384279,0.01446792,0.0004017229,0.9824616,0.002448151,0.000007096601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03444896,0.001419932,0.9348722,0.002548596,0.0001499977,0.00008325747,0.0002167414,0.0003674832,0.02589281],"genre_scores_gemma":[0.5928354,0.001645876,0.3946846,0.0008343763,0.0004546244,0.0002958489,0.0007623435,0.0001876044,0.008299396],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005701826,"threshold_uncertainty_score":0.01907456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009347353087491,"score_gpt":0.3290345827263336,"score_spread":0.2280998474175845,"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."}}