{"id":"W4403929202","doi":"10.4324/9781032614144-17","title":"MFA vs. NYC vs. MBA","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009094307,0.0003310245,0.0002562633,0.001138032,0.004888752,0.01212872,0.0004788878,0.001583654,0.02899929],"category_scores_gemma":[0.002921202,0.000160082,0.0001375806,0.001377438,0.004861944,0.006001579,0.002022273,0.003950297,0.005921047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009087527,"about_ca_system_score_gemma":0.003443743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669694,"about_ca_topic_score_gemma":0.03143787,"domain_scores_codex":[0.9991763,0.0002419761,0.00002190837,0.0001347455,0.0003143149,0.0001106297],"domain_scores_gemma":[0.9987395,0.0006337307,0.00006952359,0.000075496,0.0002457816,0.00023603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001963718,0.00001955175,0.0002837411,0.00008014168,0.000002141992,0.00006156189,0.005486107,0.00004828852,0.0001819089,0.6560635,0.2826891,0.05506433],"study_design_scores_gemma":[0.000001799368,0.00000403795,0.0004481461,0.0001736199,9.60246e-7,0.0000621139,0.001592532,0.00007208259,0.000100498,0.01401901,0.9835213,0.000003832498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005108698,0.02710665,0.0008140523,0.04088677,0.002735017,0.00001113388,0.00009104107,0.00008662778,0.92316],"genre_scores_gemma":[0.170628,0.01527,0.001275702,0.00835987,0.002216623,0.00006472436,0.0001663401,0.00037807,0.8016408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02899929,"threshold_uncertainty_score":0.09701234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351455895539845,"score_gpt":0.1953020871045705,"score_spread":0.131787528149172,"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."}}