{"id":"W4245159300","doi":"10.3233/sju-2002-19301","title":"Introduction","year":2002,"lang":"en","type":"article","venue":"Statistical Journal of the United Nations Economic Commission for Europe","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005517771,0.0009776638,0.0007115896,0.004222061,0.001068139,0.004839121,0.001648128,0.001196382,0.3620174],"category_scores_gemma":[0.02467339,0.0004361337,0.000910439,0.004710424,0.000888088,0.002957048,0.002322671,0.002235681,0.2538615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001477942,"about_ca_system_score_gemma":0.003089834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003564411,"about_ca_topic_score_gemma":0.003048391,"domain_scores_codex":[0.9958524,0.001027217,0.0002302348,0.0008743101,0.001762388,0.0002534533],"domain_scores_gemma":[0.984597,0.00453063,0.0007763814,0.002842248,0.006450091,0.0008036042],"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":[0.00004310657,0.00002542243,0.001019546,0.0002187187,0.00001469057,0.00002694501,0.0001430634,0.0002289269,0.0001922551,0.05851604,0.792428,0.1471434],"study_design_scores_gemma":[0.000005084989,0.00001089637,0.0009131586,0.00009975681,0.000005539236,0.00003607994,0.00006340371,0.0001193761,0.0001244652,0.01226367,0.9863506,0.000008010299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002873327,0.006012215,0.09163284,0.02744387,0.01546436,0.0008341635,0.06012467,0.007313593,0.7883011],"genre_scores_gemma":[0.02252326,0.006068082,0.04258421,0.01617909,0.01204372,0.001559163,0.05084974,0.005615113,0.8425776],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3620174,"threshold_uncertainty_score":0.9100047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529040755095664,"score_gpt":0.2805755585655448,"score_spread":0.2452851510145881,"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."}}