{"id":"W4244745337","doi":"10.1080/00253359.2003.10659290","title":"REVIEWS","year":2003,"lang":"en","type":"article","venue":"The Mariner s Mirror","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Fredericton","funders":"","keywords":"Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001120967,0.0001347905,0.0001721636,0.00003177692,0.00009059348,0.00002391366,0.0002934627,0.0000256093,0.002724971],"category_scores_gemma":[0.0003171807,0.00007366505,0.00009011003,0.0002971808,0.00006584719,0.00007096346,0.00006936794,0.0001342347,0.06197484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003162834,"about_ca_system_score_gemma":0.00001778748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440868,"about_ca_topic_score_gemma":0.0001810115,"domain_scores_codex":[0.9988958,0.0003347731,0.0001980485,0.0001652407,0.0001425495,0.0002636366],"domain_scores_gemma":[0.9990484,0.00004346107,0.00007562766,0.0007503427,0.00002588266,0.00005625692],"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":[0.00009966032,0.0003455292,0.02238744,0.00008831076,0.0001132711,0.00002898592,0.001304297,0.00000184008,0.04289327,0.1591513,0.7458778,0.02770828],"study_design_scores_gemma":[0.0001954396,0.00001044297,0.00689418,0.000007486807,0.00002751795,0.00002203912,0.00001453293,0.000005735149,0.0008538156,0.001238848,0.9906147,0.0001152352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1039757,0.002357288,0.00002187565,0.0009618621,0.0004203569,0.0009180987,0.000006767911,0.0002483053,0.8910897],"genre_scores_gemma":[0.6438114,0.0005079398,0.01013793,0.004205558,0.0001409754,0.000410842,0.00002046886,0.0003298805,0.340435],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5506547,"threshold_uncertainty_score":0.9981866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254910092335191,"score_gpt":0.2871137371341525,"score_spread":0.2345646362108006,"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."}}