{"id":"W4238688378","doi":"10.1108/eb018872","title":"Introduction","year":2002,"lang":"en","type":"article","venue":"Humanomics","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Event (particle physics); Cape; Library science; Event management; Political science; Management; Sociology; History; Archaeology; Economics; Law; Management system","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":[0.0001458949,0.00008922433,0.00017289,0.0001043308,0.00009020837,0.00006092521,0.0001355373,0.00005268948,0.0124183],"category_scores_gemma":[0.00002425332,0.0001079898,0.00006102472,0.00006148455,0.00002438147,0.0001320216,0.00003755448,0.00009278645,0.01140598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258924,"about_ca_system_score_gemma":0.000001304084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001268825,"about_ca_topic_score_gemma":0.000003863359,"domain_scores_codex":[0.9991691,0.000002351359,0.0003419865,0.0002765623,0.00001171264,0.0001982517],"domain_scores_gemma":[0.9995922,0.000007469313,0.0001315164,0.0002111278,0.000006480357,0.00005120555],"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":[0.000007727578,0.00009247199,0.01384411,0.00001529696,0.00006072623,0.000002740952,0.0009574413,0.000133471,0.00002883274,0.6660807,0.3060198,0.01275666],"study_design_scores_gemma":[0.0001972959,0.00001454296,0.00430633,0.000001087965,0.000001015359,0.000004420749,0.00001974362,0.002793754,0.0000301113,0.01053826,0.9819322,0.0001612546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6945902,0.003161683,0.0003840935,0.004670447,0.001874537,0.0001501619,0.00002074057,0.0000969813,0.2950512],"genre_scores_gemma":[0.9466341,0.0004304643,0.001177027,0.0005406296,0.001116428,0.00001000854,0.00001104028,0.00002309961,0.05005718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6759123,"threshold_uncertainty_score":0.9893637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474197994655996,"score_gpt":0.1767037386736778,"score_spread":0.1319617587271179,"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."}}