{"id":"W6984885769","doi":"","title":"President’s Column","year":2011,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Rhetoric; Political rhetoric; Quality (philosophy); Column (typography); Excellence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002431438,0.0001097378,0.0002375167,0.00009637919,0.00008207469,0.0000438037,0.00028203,0.00008072062,0.003820408],"category_scores_gemma":[0.00003451001,0.0001392315,0.00009213228,0.00006688712,0.00005755421,0.0002440523,0.00008013956,0.0000940766,0.002170478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005640327,"about_ca_system_score_gemma":0.00001333596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771491,"about_ca_topic_score_gemma":0.001175693,"domain_scores_codex":[0.9990268,0.000007091269,0.000394246,0.0002952912,0.00001219792,0.000264351],"domain_scores_gemma":[0.9993262,0.00001973008,0.0001707689,0.0003933731,0.00001218814,0.00007779935],"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":[0.00001807304,0.00005004549,0.1318547,0.000008089501,0.00003497249,0.00000451673,0.001637375,0.000003366264,0.00001003678,0.863588,0.002616164,0.000174649],"study_design_scores_gemma":[0.0006998625,0.0001345164,0.1849469,0.00001026889,0.000006466018,0.00001374797,0.00003201813,0.0003464743,0.0001000742,0.6991971,0.1140468,0.0004658313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5774265,0.0006696227,0.0009900385,0.00005927459,0.0008928587,0.0001321675,0.00006391626,0.00006599243,0.4196996],"genre_scores_gemma":[0.9903342,0.00008447317,0.0006701361,0.0002643224,0.0001123928,0.00002474033,0.00000506895,0.00002575562,0.00847897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4129077,"threshold_uncertainty_score":0.9986064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183378760871736,"score_gpt":0.1868798971618188,"score_spread":0.06854202107464516,"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."}}