{"id":"W4253104497","doi":"10.7834/phoenix.67.3-4.0399","title":"","year":2013,"lang":"","type":"article","venue":"Phoenix","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001615204,0.002266674,0.001906918,0.0009295826,0.001423989,0.003051379,0.003036759,0.0006333416,0.02559999],"category_scores_gemma":[0.001569106,0.002507134,0.001088696,0.004185229,0.001675939,0.009400635,0.001714962,0.001852675,0.4465849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350747,"about_ca_system_score_gemma":0.000526919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02198215,"about_ca_topic_score_gemma":0.0003515366,"domain_scores_codex":[0.9830854,0.001645079,0.002977426,0.003147081,0.002679903,0.006465146],"domain_scores_gemma":[0.9872441,0.0007470882,0.001360712,0.004689523,0.002127733,0.003830864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003418674,0.002470458,0.07636061,0.0001560923,0.000651517,0.00008675118,0.03671699,0.0003555943,0.7886737,0.0004031744,0.03544221,0.05834107],"study_design_scores_gemma":[0.01038158,0.001254883,0.6770129,0.0003248426,0.0006389736,0.0003282055,0.004782451,0.01658187,0.2530177,0.009027336,0.02274799,0.003901272],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770651,0.003609553,0.0001661891,0.006107627,0.002011451,0.006410676,0.000203806,0.001163549,0.00326206],"genre_scores_gemma":[0.9903783,0.0001827126,0.001720539,0.002422565,0.001319849,0.00184033,0.00003597944,0.001166292,0.0009333848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6006523,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516803936991876,"score_gpt":0.2382553494678801,"score_spread":0.2230873100979614,"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."}}