{"id":"W2082404220","doi":"10.1038/443906c","title":"Iran: productivity is not simple to evaluate","year":2006,"lang":"en","type":"letter","venue":"Nature","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Simple (philosophy); Productivity; Economics; Philosophy; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0005734336,0.0005037169,0.0009237124,0.0004307307,0.0001375224,0.000190168,0.0006879315,0.004334149,0.001855429],"category_scores_gemma":[0.0001267611,0.0005394708,0.0003104898,0.0003072795,0.00003113414,0.000140844,0.000210958,0.007199727,0.005101752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000468713,"about_ca_system_score_gemma":0.0000429306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002066022,"about_ca_topic_score_gemma":0.00003395114,"domain_scores_codex":[0.9969769,0.00001725141,0.0007471248,0.00137202,0.0001364695,0.0007502071],"domain_scores_gemma":[0.9984964,0.00005157537,0.0004576855,0.0008365962,0.00005947151,0.0000983027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001067945,0.0000152411,0.001580629,0.00007452615,0.00007607194,0.00002417062,0.00008560617,0.00001512352,0.000002427975,0.0002152238,0.9963573,0.001542997],"study_design_scores_gemma":[0.0002688287,0.00002924623,0.00708239,0.00002074021,0.00001129369,0.000004523087,0.000002051125,0.00004929358,0.00008389258,0.005583665,0.9861462,0.0007179487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03502098,0.003472864,0.00002316394,0.9256837,0.002812803,0.0008072705,0.001684442,0.00009011893,0.03040467],"genre_scores_gemma":[0.02391655,0.00003561143,0.0005800193,0.8816212,0.004674997,0.0000668,0.0005647482,0.0001121059,0.08842795],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05802327,"threshold_uncertainty_score":0.9997057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362624849941794,"score_gpt":0.244584892638909,"score_spread":0.210958644139491,"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."}}