{"id":"W2322670925","doi":"","title":"Factor Analysis and Methods of Supplier Selection","year":2016,"lang":"en","type":"article","venue":"","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Selection (genetic algorithm); Judgement; Variance (accounting); Analytic hierarchy process; Factor (programming language); Risk analysis (engineering); Variation (astronomy); Operations research; Machine learning; Mathematics; Business","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":[0.02181322,0.00372716,0.002652769,0.01101575,0.00161522,0.0041859,0.00207398,0.002056054,0.0106731],"category_scores_gemma":[0.04658337,0.0009742382,0.002794808,0.01661983,0.004109639,0.004106098,0.002878957,0.002847863,0.003437694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024047,"about_ca_system_score_gemma":0.004033989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00304741,"about_ca_topic_score_gemma":0.00251158,"domain_scores_codex":[0.9697806,0.02129426,0.001241943,0.002246678,0.00499333,0.0004432006],"domain_scores_gemma":[0.9696625,0.02386919,0.002098831,0.001718667,0.002436874,0.000213794],"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":[0.00007789581,0.00008148127,0.001914892,0.002049078,0.0005255781,0.0002281456,0.001162717,0.03485677,0.0007371163,0.5108625,0.01267082,0.434833],"study_design_scores_gemma":[0.00006387024,0.0001251096,0.001779928,0.0008905263,0.0001254379,0.0003605853,0.0006810821,0.05267415,0.0007178697,0.8580972,0.08433918,0.0001451052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009971673,0.005084028,0.9835005,0.0008135115,0.000302235,0.000440624,0.0003075674,0.0002483172,0.008306206],"genre_scores_gemma":[0.05305763,0.01097412,0.9270167,0.0004263562,0.0007462425,0.002643082,0.0006328608,0.0001506963,0.004352281],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02181322,"threshold_uncertainty_score":0.1153607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1861575457563602,"score_gpt":0.5260220398191843,"score_spread":0.3398644940628241,"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."}}