{"id":"W7013953590","doi":"","title":"Yesterday’s Words","year":2008,"lang":"en","type":"book-chapter","venue":"Leiden Repository (Leiden University)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University College Dublin; University of Alberta","keywords":"Set (abstract data type); Subject (documents); Identification (biology); Interpretation (philosophy); Feature (linguistics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001033935,0.0007593079,0.000809629,0.001408027,0.0008147008,0.0002966889,0.001076778,0.0004984621,0.0003927369],"category_scores_gemma":[0.0000253606,0.0009018697,0.0005435138,0.0002706036,0.0003912583,0.001236545,0.00132037,0.0006988908,0.001935648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545352,"about_ca_system_score_gemma":0.0001298636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128782,"about_ca_topic_score_gemma":0.0007830569,"domain_scores_codex":[0.9973329,0.00001529299,0.0004746512,0.0009742627,0.0007052536,0.0004976224],"domain_scores_gemma":[0.9977338,0.0000659102,0.0007457845,0.0009504501,0.0004534778,0.00005056534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004934862,0.0002549531,0.7015095,0.001198316,0.002588027,0.04853504,0.0003428967,0.00001103515,0.0004986997,0.1209257,0.0901695,0.03347283],"study_design_scores_gemma":[0.0005092965,0.00001423781,0.01605104,0.000331478,0.001000201,0.00009261574,0.00007191459,0.000006098862,0.00001130043,0.000132006,0.9807605,0.001019301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01118281,0.0008781761,0.0000209715,0.0001901856,0.001534869,0.0005177854,0.000006691911,0.0005751434,0.9850934],"genre_scores_gemma":[0.02608288,0.0002055069,0.00004966529,0.0001227367,0.001093674,0.000002384301,0.00003754318,0.0001556923,0.9722499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.890591,"threshold_uncertainty_score":0.9993432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129406263990618,"score_gpt":0.1763032377283157,"score_spread":0.1550091750884095,"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."}}