{"id":"W2766348178","doi":"10.5539/jmr.v9n6p82","title":"Dialectical Logic K-Model: A Mathematical Model for Machine","year":2017,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Axiom; Variable (mathematics); Truth table; Second-order logic; Algorithm; Theoretical computer science; Computer science; Higher-order logic; Description logic; Mathematical analysis","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":[0.001162279,0.0005771297,0.0005858076,0.001362627,0.001375839,0.003178388,0.001318888,0.001508203,0.005347203],"category_scores_gemma":[0.00168506,0.0002785874,0.001161287,0.001229693,0.00383654,0.006855193,0.001838259,0.003015553,0.002173348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114555,"about_ca_system_score_gemma":0.001490859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016047,"about_ca_topic_score_gemma":0.001145872,"domain_scores_codex":[0.9990488,0.0003204849,0.00008761804,0.0002242553,0.0002452987,0.00007353467],"domain_scores_gemma":[0.9993968,0.0002102139,0.00005807106,0.0001137157,0.0001676617,0.00005366451],"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":[0.000004012,0.000004365688,0.00005149783,0.00002891126,0.000003867,0.00002613888,0.0001578719,0.0008140269,0.000175088,0.9940414,0.001344068,0.003348689],"study_design_scores_gemma":[0.000007378818,0.000012022,0.00005093618,0.0000224043,0.000004649894,0.00008454618,0.00005735901,0.01006867,0.0002424832,0.9651631,0.02427429,0.00001217974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005909463,0.002175408,0.931585,0.005147748,0.0004369047,0.0001093377,0.000408579,0.0004531816,0.05377441],"genre_scores_gemma":[0.3665686,0.003353455,0.5913296,0.002669472,0.0006053914,0.00086513,0.0007420633,0.0003155814,0.03355074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005347203,"threshold_uncertainty_score":0.01788813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3373000820088045,"score_gpt":0.4882597769478628,"score_spread":0.1509596949390583,"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."}}