{"id":"W4210727140","doi":"10.3390/jrfm15020063","title":"Customers’ Risk Tolerance and Suppliers’ Investment Inefficiency","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inefficiency; Business; Investment (military); Bargaining power; Industrial organization; Upstream (networking); Proxy (statistics); Finance; Monetary economics; Microeconomics; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002248918,0.0003214476,0.0003815504,0.001005479,0.0004862679,0.002477256,0.0005091451,0.0007141533,0.004532892],"category_scores_gemma":[0.01711861,0.00022513,0.0003969455,0.001081374,0.0008831873,0.00150515,0.001366599,0.001431841,0.0003029688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323072,"about_ca_system_score_gemma":0.0008053565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385713,"about_ca_topic_score_gemma":0.002030347,"domain_scores_codex":[0.9983681,0.0004102954,0.0001378469,0.0001621253,0.0005183469,0.0004033446],"domain_scores_gemma":[0.9560825,0.01886014,0.01856576,0.001660891,0.002743624,0.002087178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001934676,0.0002214072,0.9698798,0.00003387665,0.0001295733,0.000453085,0.00133869,0.009210097,0.002021964,0.003379677,0.0001669112,0.0129715],"study_design_scores_gemma":[0.00001419739,0.0002450678,0.977007,0.00003286408,0.00007756938,0.0004372486,0.003526639,0.01157476,0.001724717,0.004626906,0.0006889474,0.00004415978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969575,0.00005190568,0.0006868635,0.00008231603,0.000001203642,0.000005423974,0.00002170983,0.000004994647,0.002188083],"genre_scores_gemma":[0.9997098,0.00001089225,0.00007668351,0.000006493789,0.000001859131,0.000001614509,0.00001750382,9.565103e-7,0.0001742318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004532892,"threshold_uncertainty_score":0.01516408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006643455092529205,"score_gpt":0.185396027177811,"score_spread":0.1787525720852818,"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."}}