{"id":"W3028421557","doi":"10.1002/cem.3235","title":"CATTELL'S parallel proportional profiles","year":2020,"lang":"en","type":"article","venue":"Journal of Chemometrics","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Rotation (mathematics); Covariance; Decomposition; Tensor (intrinsic definition); TRACE (psycholinguistics); Simple (philosophy); Computer science; Factor (programming language); Mathematics; Applied mathematics; Algorithm; Statistics; Artificial intelligence; Pure mathematics; Chemistry","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":[0.01084413,0.00126047,0.0006862009,0.003340398,0.002107934,0.004638897,0.00212306,0.002209802,0.01697947],"category_scores_gemma":[0.0322291,0.0009006783,0.001668446,0.002917902,0.009662794,0.0085286,0.004983047,0.004805617,0.004387022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396843,"about_ca_system_score_gemma":0.002530241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283533,"about_ca_topic_score_gemma":0.001785234,"domain_scores_codex":[0.9921075,0.003091447,0.000350576,0.001654693,0.002485212,0.0003106653],"domain_scores_gemma":[0.9904298,0.004560941,0.0005797952,0.002012833,0.001956139,0.000460353],"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":[0.00003277026,0.00001053424,0.0001854612,0.00004521714,0.00001447566,0.00004854238,0.0001895759,0.001754907,0.0002361113,0.9654525,0.004717287,0.02731255],"study_design_scores_gemma":[0.00001660283,0.00002266383,0.0001867612,0.00004912561,0.000007468052,0.0001333113,0.00004507619,0.0145751,0.000447658,0.9600486,0.02444462,0.0000229747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004650804,0.0009349023,0.9304253,0.003562792,0.0005266735,0.000163381,0.0003352759,0.0003534274,0.05904744],"genre_scores_gemma":[0.3554673,0.002197599,0.5936915,0.005195659,0.00110165,0.001106243,0.000582658,0.0007502455,0.03990711],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01697947,"threshold_uncertainty_score":0.05734992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842134327046663,"score_gpt":0.2666137767937194,"score_spread":0.2281924335232528,"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."}}