{"id":"W4249760228","doi":"10.1007/978-1-4614-6170-8_100556","title":"Supplier Networks","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006176363,0.0003219504,0.0003661293,0.00009389885,0.00002778225,0.00004177736,0.0001588426,0.0005003065,0.004168658],"category_scores_gemma":[5.223858e-7,0.0002723618,0.0001323959,0.000006332521,0.00002117761,0.00001607915,0.0000154485,0.0003596441,0.001892935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000407614,"about_ca_system_score_gemma":0.000005112769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006260718,"about_ca_topic_score_gemma":0.00001199581,"domain_scores_codex":[0.9992118,0.000002331725,0.0002515731,0.0001887282,0.0001099626,0.0002356308],"domain_scores_gemma":[0.9994876,0.00003011379,0.00002987982,0.00035919,0.00001293301,0.00008026517],"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":[0.00000280802,0.000001473236,0.00000106097,0.0004924951,0.0003382709,0.00001813579,0.00001598638,0.1613912,0.00001079682,0.2309686,0.5609524,0.04580675],"study_design_scores_gemma":[0.0000714555,0.000009418444,0.000001385967,0.0001141,0.00002093447,0.00001178386,6.008907e-7,0.01150502,0.0001471715,0.001080498,0.9866534,0.0003842658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002465631,0.0007900314,0.01470589,0.00001015855,0.001770923,0.0001370607,0.000003895632,0.00074176,0.9818378],"genre_scores_gemma":[0.01565184,0.0002662395,0.00004268285,0.00006536117,0.001090677,0.000006639423,0.00004200174,0.0001510198,0.9826835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.425701,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007555073838897269,"score_gpt":0.1668071470826721,"score_spread":0.1592520732437748,"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."}}