{"id":"W3172659106","doi":"10.3917/dm.101.0139","title":"10.3917/dm.101.0139","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Advertising; Computer science","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":[0.000133938,0.00009470019,0.0001004515,0.0001037647,0.0001407393,0.0002739473,0.0001301421,0.00003888246,0.9785491],"category_scores_gemma":[0.00002182308,0.00009319979,0.00004515795,0.0003947621,0.00001591753,0.0006299792,0.00005073608,0.0000514871,0.9887372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370438,"about_ca_system_score_gemma":0.0000086385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001985892,"about_ca_topic_score_gemma":0.000002940104,"domain_scores_codex":[0.9993525,0.000004587833,0.0001406904,0.0001677414,0.0001523881,0.0001821566],"domain_scores_gemma":[0.9997149,0.000009656306,0.00005095498,0.0001409788,0.00007083084,0.00001272598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000047963,0.00005018844,0.00001129917,0.00002866985,0.00001268127,0.000008181743,0.000004493822,0.001150331,0.00005130895,0.00005620287,0.3659374,0.6326413],"study_design_scores_gemma":[0.0001466859,0.000008182027,0.0006315728,0.00001512801,0.00002184361,0.000001175884,0.000001333616,0.001159793,0.00000470473,0.00027367,0.9975989,0.0001369669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01377893,0.00001864755,0.000004042475,0.0006402295,0.00001210052,0.0001503637,0.000001036238,0.000174664,0.98522],"genre_scores_gemma":[0.004712254,2.310215e-7,0.00003193177,0.0003360733,0.0008693429,0.000008279346,0.00003274185,0.00001655325,0.9939926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6325043,"threshold_uncertainty_score":0.3800577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007671763694388435,"score_gpt":0.1621834096564923,"score_spread":0.1545116459621038,"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."}}