{"id":"W2792754795","doi":"10.1093/oso/9780198748991.003.0008","title":"Unfolding FOLDS: A Foundational Framework for Abstract Mathematical Concepts","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Salient; Epistemology; Computer science; Cognitive science; Artificial intelligence; Philosophy; Psychology","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":[0.001580382,0.0009335828,0.0005905182,0.00202076,0.001838193,0.004661263,0.001063465,0.00127452,0.008865411],"category_scores_gemma":[0.001893125,0.000629108,0.001238171,0.001671547,0.006888206,0.01224848,0.002630617,0.00388446,0.002497746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193486,"about_ca_system_score_gemma":0.001302964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154387,"about_ca_topic_score_gemma":0.001312896,"domain_scores_codex":[0.9994593,0.0001949325,0.0000361996,0.00009389246,0.0001591645,0.00005641427],"domain_scores_gemma":[0.9993532,0.0003540249,0.00003707391,0.0001260733,0.00008217554,0.00004746232],"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":[0.000002851587,0.000001270342,0.00001271884,0.0000228355,0.000001308786,0.00001471744,0.0001288022,0.000285783,0.000094622,0.9934078,0.001583664,0.004443599],"study_design_scores_gemma":[0.00000206894,0.000004132776,0.00003560137,0.00002731305,0.000002503053,0.00005987583,0.00003774669,0.001072648,0.0001719219,0.9503229,0.04825783,0.00000536271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007505977,0.008770904,0.8297647,0.005435416,0.000978299,0.00006870119,0.0006205413,0.0019223,0.1449332],"genre_scores_gemma":[0.4000464,0.01428979,0.4484832,0.002673654,0.002049975,0.0004815169,0.001448758,0.001547575,0.128979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008865411,"threshold_uncertainty_score":0.02965778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03979229684433346,"score_gpt":0.2748146137096418,"score_spread":0.2350223168653083,"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."}}