{"id":"W4403331190","doi":"10.1109/access.2024.3479093","title":"An Introduction to Complex Random Tensors","year":2024,"lang":"en","type":"article","venue":"IEEE Access","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":[0.001751796,0.001785123,0.001055068,0.003671963,0.0009397796,0.002826122,0.001065603,0.002178219,0.01082222],"category_scores_gemma":[0.004090767,0.0007056534,0.001318443,0.003460086,0.00312136,0.004427228,0.001753256,0.005082718,0.004635195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111323,"about_ca_system_score_gemma":0.0008603964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009569911,"about_ca_topic_score_gemma":0.0007790709,"domain_scores_codex":[0.9986516,0.0003708052,0.0001359622,0.0003328302,0.0004081617,0.0001006134],"domain_scores_gemma":[0.9965196,0.00223298,0.0002544922,0.0003521951,0.0004884647,0.0001523627],"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":[0.00002238528,0.00003589939,0.0003307297,0.0005780893,0.0000223364,0.0002611469,0.0003221981,0.002914228,0.001856384,0.9266222,0.02500333,0.04203101],"study_design_scores_gemma":[0.000006622257,0.00009467034,0.0006203543,0.0004171489,0.00001923574,0.0009186724,0.00009964294,0.007479021,0.0005767356,0.4741366,0.5155692,0.00006200663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005202073,0.1658034,0.6928941,0.01055778,0.01436168,0.0001716393,0.001637308,0.0007924059,0.1085797],"genre_scores_gemma":[0.1476402,0.2969812,0.406247,0.01250522,0.05629675,0.00085049,0.002577109,0.001410832,0.07549126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01082222,"threshold_uncertainty_score":0.03620386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016402074840976,"score_gpt":0.2968287500642783,"score_spread":0.2666647293158685,"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."}}