{"id":"W4402910088","doi":"10.1016/j.eswa.2024.125454","title":"Multi-view neutrosophic <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" altimg=\"si2.svg\" display=\"inline\" id=\"d1e2958\"><mml:mi>c</mml:mi></mml:math>-means clustering algorithms","year":2024,"lang":"en","type":"article","venue":"Expert Systems with Applications","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; Computer science; Cluster analysis; Database; Data mining; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00209658,0.0005415095,0.0004999852,0.0004086999,0.000950765,0.001984356,0.001710761,0.0004467412,0.00009071829],"category_scores_gemma":[0.0004345995,0.0004910475,0.0004069278,0.001339337,0.0003189064,0.0008133879,0.0007028667,0.0005475178,0.005595005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005742629,"about_ca_system_score_gemma":0.0003370054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004363469,"about_ca_topic_score_gemma":0.0001900983,"domain_scores_codex":[0.993566,0.0002222464,0.001690433,0.001634148,0.00207807,0.0008091342],"domain_scores_gemma":[0.99466,0.001525097,0.0006770451,0.002417511,0.0002654584,0.0004549102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005375762,0.0001622139,0.00001403376,0.0002426186,0.0001480593,0.0001391456,0.002243114,0.003120069,0.003739702,0.9784786,0.002335767,0.009322929],"study_design_scores_gemma":[0.0004344612,0.00009593984,0.00005111474,0.0007113409,0.00006099003,0.0004719681,0.001543942,0.8834563,0.0003453334,0.0001478569,0.1122312,0.0004495556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3601144,0.007988757,0.6228791,0.001331115,0.0033644,0.0009655259,0.0004222705,0.0009628691,0.001971486],"genre_scores_gemma":[0.9587311,0.0002500757,0.03343971,0.0005460492,0.001570501,0.004401814,0.0001337681,0.0002413781,0.0006856042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9783307,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06396399516179124,"score_gpt":0.3418368717969467,"score_spread":0.2778728766351555,"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."}}