{"id":"W2228135689","doi":"10.2139/ssrn.1107139","title":"Standards and Development","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"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":[0.003568884,0.0004838763,0.0005170238,0.00300006,0.002010957,0.007541126,0.0006562702,0.002939522,0.05040932],"category_scores_gemma":[0.01321625,0.0002840306,0.0003232266,0.004267391,0.002766405,0.004689399,0.002933678,0.003282769,0.01909814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004296246,"about_ca_system_score_gemma":0.007925357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008362217,"about_ca_topic_score_gemma":0.009182143,"domain_scores_codex":[0.9961269,0.0007359075,0.0003526743,0.0005576697,0.001906157,0.0003206307],"domain_scores_gemma":[0.9946533,0.00091623,0.0003655539,0.00131994,0.002467132,0.0002777516],"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":[0.000009883034,0.00001956503,0.0003872309,0.00006396305,0.000004325532,0.00001557791,0.0002125084,0.0001320468,0.0001040385,0.8133089,0.1130867,0.07265523],"study_design_scores_gemma":[0.000004370303,0.00001092709,0.0009134884,0.0001513897,0.000004976016,0.00004780372,0.0001561542,0.0001058782,0.0001866732,0.1371119,0.8612989,0.000007542499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001955818,0.005237383,0.004544859,0.01804207,0.001493468,0.0000661893,0.0008520705,0.0002374382,0.9675707],"genre_scores_gemma":[0.08629547,0.01030893,0.007083927,0.005456162,0.0008281376,0.0003488301,0.00242325,0.0003605046,0.8868948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05040932,"threshold_uncertainty_score":0.168636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588938207477151,"score_gpt":0.2029667489945673,"score_spread":0.1670773669197958,"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."}}