{"id":"W2092715689","doi":"10.1176/pn.45.5.psychnews_45_5_030","title":"New Orleans Sampler Shows Choosing Won't Be Easy","year":2010,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Attention Economy in Education and Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Courtesy; Quarter (Canadian coin); Tourism; Art history; History; Library science; Computer science; Archaeology; Law; Political science","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":[0.0001873906,0.000234367,0.000202749,0.0003889268,0.0002883987,0.0005171796,0.0003864039,0.0001084725,0.01366369],"category_scores_gemma":[0.00007425762,0.0002241304,0.0001440778,0.0009004961,0.0000322358,0.001184561,0.0000787864,0.0003032026,0.00169023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001776028,"about_ca_system_score_gemma":0.00009880057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901172,"about_ca_topic_score_gemma":0.001988112,"domain_scores_codex":[0.9986351,0.000005428559,0.0003964066,0.0004003268,0.0001963476,0.0003663641],"domain_scores_gemma":[0.9990732,0.00002536987,0.0002930438,0.0004472172,0.0001107783,0.00005040481],"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":[0.00002125741,0.0002052023,0.2481958,0.00006653734,0.00002662082,0.000001011291,0.00004763226,0.00001320691,0.0002603746,0.03826815,0.644501,0.0683932],"study_design_scores_gemma":[0.0005497594,0.000002430868,0.0520345,0.00000520459,0.00005025423,0.000004411885,0.000217388,0.000161384,0.000004952447,0.00389095,0.9427711,0.0003077021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4167775,0.0002751993,0.03058601,0.08831841,0.04453757,0.001098405,0.000011752,0.00103145,0.4173637],"genre_scores_gemma":[0.856174,0.00002982343,0.02436082,0.04955393,0.04061009,0.00005456257,0.0001903519,0.0001576776,0.02886877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4393964,"threshold_uncertainty_score":0.9990871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153615560019635,"score_gpt":0.2566612365613131,"score_spread":0.2351250809611167,"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."}}