{"id":"W4244114432","doi":"10.1353/nin.2007.0033","title":"Contributors","year":2007,"lang":"en","type":"article","venue":"Nine","topic":"","field":"","cited_by":0,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003738723,0.00003813388,0.00005225299,0.00003653992,0.00001871912,0.000004639999,0.00004681539,0.0000223369,0.002147965],"category_scores_gemma":[0.0001090026,0.00003399637,0.00001618572,0.0001389899,0.00001852408,0.00002792393,0.00001122897,0.0000438294,0.01041913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003819368,"about_ca_system_score_gemma":0.000006206168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001389855,"about_ca_topic_score_gemma":0.00003386892,"domain_scores_codex":[0.9995816,0.000005462722,0.00007118208,0.00006302133,0.0001018743,0.0001768792],"domain_scores_gemma":[0.9997566,0.00003059669,0.00002032995,0.0001010401,0.00003729097,0.00005417304],"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":[0.0001644924,0.0001377956,0.1089816,0.000004058252,0.00003664874,0.0001420598,0.0001673951,0.000009225463,0.2752621,0.01573546,0.5896724,0.009686731],"study_design_scores_gemma":[0.000699087,0.0000299536,0.1504821,0.000003100306,0.000006326447,0.000007901376,0.00001291986,0.00002150027,0.05726416,0.00004295778,0.7913516,0.00007836737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7365792,0.0001534822,0.0008536183,0.0001278399,0.000184382,0.00007708879,0.00001690418,0.0002893357,0.2617182],"genre_scores_gemma":[0.9818168,2.339614e-7,0.0002804063,0.0001077978,0.0001438968,6.235517e-7,0.00001083,0.00001875728,0.01762068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452376,"threshold_uncertainty_score":0.9987642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007612385147282914,"score_gpt":0.2788163799459689,"score_spread":0.271203994798686,"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."}}