{"id":"W7099314921","doi":"","title":"APPROVAL","year":2011,"lang":"en","type":"article","venue":"","topic":"AI and HR Technologies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Authorization; Legislation; Control (management); Reproduction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01753946,0.0006969327,0.001330618,0.002500695,0.004329086,0.006886112,0.00317686,0.007764668,0.4351819],"category_scores_gemma":[0.07794208,0.0007748171,0.00105775,0.001381323,0.002041658,0.002662987,0.002483098,0.004950947,0.2427377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866995,"about_ca_system_score_gemma":0.020747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787771,"about_ca_topic_score_gemma":0.01291884,"domain_scores_codex":[0.9798506,0.004401534,0.00151322,0.002253596,0.009727154,0.002253911],"domain_scores_gemma":[0.9278731,0.005526706,0.001348578,0.009265215,0.04906854,0.006917864],"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":[0.0001753847,0.00004114515,0.0003800255,0.0002957585,0.000008733574,0.0003169054,0.0002784771,0.0000328565,0.0005985075,0.008184862,0.943731,0.04595628],"study_design_scores_gemma":[0.00004041303,0.00002581229,0.0005601993,0.0003686307,0.000005018149,0.0002727883,0.0001719808,0.0000472573,0.000195883,0.001316439,0.9969875,0.000008168759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003339875,0.00288654,0.01212912,0.05877171,0.03235699,0.01252684,0.01242146,0.001956099,0.8636112],"genre_scores_gemma":[0.01711333,0.001736804,0.007719676,0.02679037,0.005042836,0.007509238,0.008982616,0.0008679609,0.9242372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5648181,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06046658209210236,"score_gpt":0.1851614162985431,"score_spread":0.1246948342064407,"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."}}