{"id":"W2790077965","doi":"10.5539/jmr.v10n3p20","title":"Dialectical Logic K-model: On Multidimensional Discrete Dynamical Sampling System and Further Properties of Kirchhoff Matrices","year":2018,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Variable (mathematics); Matrix (chemical analysis); Function (biology); Fourier transform; Mathematical analysis; Multidimensional systems; Applied mathematics; Pure mathematics; Algebra over a field; Calculus (dental)","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":[0.0006646585,0.0003856897,0.0007198303,0.0005455358,0.000707869,0.001546685,0.0009840028,0.0009064279,0.004954232],"category_scores_gemma":[0.002160416,0.0001955137,0.0007043331,0.0004722707,0.001603408,0.002612597,0.001242148,0.001514838,0.0005469887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009974517,"about_ca_system_score_gemma":0.000845183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356352,"about_ca_topic_score_gemma":0.002194248,"domain_scores_codex":[0.9996057,0.0001001589,0.00002116467,0.0001062464,0.000112996,0.00005372582],"domain_scores_gemma":[0.999431,0.0001908383,0.00009404429,0.00007046091,0.0001406837,0.00007300084],"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":[0.00004297245,0.00002408358,0.0008863301,0.00005008001,0.00002172577,0.000115059,0.0002284681,0.03729747,0.001881112,0.9514564,0.001237321,0.006759088],"study_design_scores_gemma":[0.00001219936,0.00002653285,0.0002677153,0.00001474167,0.000008818095,0.00009219459,0.00008435597,0.6350423,0.0004007254,0.3626063,0.001423437,0.00002060567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06051871,0.0007954075,0.909926,0.001656067,0.0001607936,0.00005180306,0.0002361911,0.0001854327,0.0264696],"genre_scores_gemma":[0.9333712,0.0006463583,0.05291114,0.000349628,0.0001138877,0.0001056895,0.0001973513,0.00006333079,0.0122414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004954232,"threshold_uncertainty_score":0.01657349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653671153864067,"score_gpt":0.4103242947745241,"score_spread":0.2449571793881174,"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."}}