{"id":"W4399100676","doi":"10.23941/ejpe.v17i1.849","title":"The Challenge of Choosing Well","year":2024,"lang":"en","type":"article","venue":"Erasmus Journal for Philosophy and Economics","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":[0.05926996,0.0007988757,0.002208659,0.003436441,0.01631369,0.02817163,0.003807104,0.01711651,0.0137179],"category_scores_gemma":[0.1140373,0.0005806914,0.0007042449,0.002658311,0.0562074,0.03386222,0.009839547,0.02547922,0.005667557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01488336,"about_ca_system_score_gemma":0.04086633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188993,"about_ca_topic_score_gemma":0.02936032,"domain_scores_codex":[0.9420359,0.03165659,0.002656084,0.006283401,0.01332075,0.004047289],"domain_scores_gemma":[0.8536578,0.06638119,0.007155601,0.007038432,0.03390088,0.03186619],"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":[0.0000530572,0.0001382839,0.00104594,0.0001864393,0.00005887433,0.0001338124,0.004301335,0.0002955167,0.0001632677,0.8073041,0.1412654,0.04505399],"study_design_scores_gemma":[0.00003832427,0.00002211385,0.0003914208,0.0004280452,0.00001844796,0.00008366622,0.009271979,0.0003770032,0.0001308691,0.8373505,0.1518251,0.00006249571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003964716,0.005636693,0.006507223,0.9337984,0.002766542,0.00002669831,0.00006127831,0.00003354913,0.04720498],"genre_scores_gemma":[0.6113306,0.01126129,0.03382527,0.2937635,0.005753358,0.0003377754,0.0002040494,0.0005456248,0.04297858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05926996,"threshold_uncertainty_score":0.3134533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090684220383123,"score_gpt":0.4478009860038947,"score_spread":0.2387325639655823,"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."}}