{"id":"W4382279311","doi":"10.1007/978-3-031-30347-0_8","title":"Supply Chain Finance","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in business and economics","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Factoring; Supply chain; Cash flow; Business; Payment; Finance; Production (economics); Revenue; Industrial organization; Economics; Microeconomics; Marketing","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"],"consensus_categories":[],"category_scores_codex":[0.00008912031,0.0002435778,0.0003050381,0.0002125386,0.00003024562,0.00006783389,0.000104475,0.0002446665,0.00009814301],"category_scores_gemma":[0.00000454255,0.0002941129,0.00003205518,0.00004240279,0.00003669401,0.00008594101,0.00006043903,0.0001920837,0.0001529282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005765428,"about_ca_system_score_gemma":0.00001899537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001150011,"about_ca_topic_score_gemma":0.0002095682,"domain_scores_codex":[0.9992528,0.000001398833,0.0002803449,0.0002447167,0.00002727526,0.000193497],"domain_scores_gemma":[0.9996687,0.00002204075,0.00005282499,0.0002052312,0.00002017312,0.00003100091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006461209,0.000005899489,0.0005193338,0.0004792825,0.00004461884,0.00001684758,0.0001566342,0.7223191,0.000001810966,0.2292322,0.0009733592,0.04624448],"study_design_scores_gemma":[0.0006591367,0.00001023153,0.01023642,0.0009062713,0.00002204411,0.0000102205,0.000005385115,0.08964307,0.00001075382,0.02267863,0.8744978,0.001320089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008836501,0.002864865,0.0007783229,0.000528155,0.004689898,0.0006048109,0.0001703892,0.0007982867,0.9807287],"genre_scores_gemma":[0.06646985,0.1738095,0.002697538,0.0002307145,0.0008251333,0.00006104205,0.0002132135,0.0007466322,0.7549464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8735244,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425165231077881,"score_gpt":0.1820108776996494,"score_spread":0.1677592253888706,"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."}}