{"id":"W4386301481","doi":"10.25071/1497-3170.2468","title":"Turnitin.com: A Pilot Project for York","year":2003,"lang":"en","type":"article","venue":"CORE","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Aeronautics; Engineering; Library 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":[],"consensus_categories":[],"category_scores_codex":[0.000141646,0.000102924,0.00009998927,0.00007179676,0.0001367297,0.0001047264,0.0001114385,0.00004864318,0.0002263023],"category_scores_gemma":[0.0001636422,0.00008992812,0.00004924613,0.0002115469,0.00002032539,0.0002150366,0.00002411667,0.00009836361,0.0001772286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007188555,"about_ca_system_score_gemma":0.00002287921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005783719,"about_ca_topic_score_gemma":0.00000332236,"domain_scores_codex":[0.9994424,0.00000293902,0.0001131637,0.0001545365,0.00007803394,0.0002089389],"domain_scores_gemma":[0.9996925,0.00002906287,0.00007142925,0.0001398119,0.00006113644,0.000006056243],"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":[0.00004475752,0.0001146037,0.007655132,0.0001347409,0.0000178772,0.00001371319,0.00002450295,0.000004788919,0.0001673989,0.04314658,0.9468798,0.001796106],"study_design_scores_gemma":[0.0005873537,0.00002351109,0.0009306034,0.00002810528,0.00002713467,0.0000034253,0.00009944038,0.0001886152,0.00009821575,0.006650698,0.9912149,0.0001479989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4223849,0.0001395214,0.0009202143,0.004293181,0.001956022,0.001581315,0.00001090101,0.0004551752,0.5682588],"genre_scores_gemma":[0.9837075,3.098081e-7,0.0002595503,0.001527618,0.005602189,0.00008046263,0.00002893348,0.00002592693,0.008767446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5613227,"threshold_uncertainty_score":0.3667162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112989205021186,"score_gpt":0.276677939731351,"score_spread":0.1653790192292325,"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."}}