{"id":"W4252273802","doi":"10.2139/ssrn.2466991","title":"Order Preference","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Order (exchange); Preference; Mathematics; Computer science; Business; Statistics","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":[0.003237323,0.0009488156,0.000995754,0.001545794,0.001404488,0.003642156,0.0010825,0.001086915,0.1592526],"category_scores_gemma":[0.02904133,0.0004523598,0.0009113737,0.002046405,0.001034976,0.004030002,0.001082155,0.002136228,0.02369289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001662588,"about_ca_system_score_gemma":0.002627313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039297,"about_ca_topic_score_gemma":0.003808615,"domain_scores_codex":[0.994514,0.001788825,0.0003577743,0.0008081074,0.0019639,0.0005674483],"domain_scores_gemma":[0.9846885,0.006615688,0.000473008,0.004377163,0.00318416,0.0006613839],"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":[0.001089961,0.0006116607,0.002080046,0.0004365663,0.00006952682,0.0001468172,0.0004340183,0.003072627,0.003243724,0.6389762,0.05631254,0.2935263],"study_design_scores_gemma":[0.0003085123,0.0007699201,0.002886858,0.0001449153,0.00009866968,0.0007378865,0.0008161979,0.02361214,0.007310231,0.8031059,0.160099,0.0001098013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05053523,0.0005598902,0.1925731,0.002321231,0.0009798446,0.0009881532,0.003451137,0.0009876105,0.747604],"genre_scores_gemma":[0.575177,0.0007635827,0.07723055,0.001202798,0.0003981322,0.000732252,0.002904787,0.000514849,0.341076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1592526,"threshold_uncertainty_score":0.5327531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222667472585348,"score_gpt":0.2296472042349373,"score_spread":0.2174205295090839,"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."}}