{"id":"W2301471381","doi":"10.14288/1.0108756","title":"AMS catering service : drop off model","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Service (business); Drop (telecommunication); Computer science; Marketing; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006928943,0.00007272159,0.00007647982,0.00003578141,0.0001948182,0.0002669174,0.0001729778,0.00004929954,0.00007865397],"category_scores_gemma":[0.00001041781,0.00007441,0.00001274661,0.0006559323,0.000006794329,0.0001569044,0.00005219813,0.00008733191,0.0000524608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177374,"about_ca_system_score_gemma":0.00006589102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137907,"about_ca_topic_score_gemma":0.0004348195,"domain_scores_codex":[0.9996005,0.000004179446,0.00009420831,0.00008963528,0.00007432272,0.0001371489],"domain_scores_gemma":[0.999666,0.000006534391,0.000006416487,0.0001321132,0.00004686306,0.0001421189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002640022,0.0000284125,0.000001965689,0.00003557235,0.00001915681,5.481299e-7,0.0004649012,0.3242131,0.000665041,0.00002939393,0.6734017,0.001137626],"study_design_scores_gemma":[0.0001702044,0.000009985758,0.00001803473,0.00001527076,0.000007399993,0.000008075033,0.0000979773,0.8754342,0.0003383299,0.0005037097,0.1232827,0.0001140831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01322769,0.0002285383,0.1043862,0.001937006,0.003692253,0.0005549353,0.00003759545,0.001131207,0.8748046],"genre_scores_gemma":[0.7354577,0.00008414134,0.01625976,0.0003898341,0.0004746766,0.0004888548,0.00006795118,0.0001143929,0.2466627],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.72223,"threshold_uncertainty_score":0.3034352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475644279854814,"score_gpt":0.2409994129715497,"score_spread":0.2062429701730016,"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."}}