{"id":"W4399771763","doi":"10.32920/26052742","title":"Design of Supply Chain Contracts Under Weather Risk","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Supply chain; Supply chain risk management; Business; Risk analysis (engineering); Supply chain management; Service management; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004293168,0.001002368,0.001123106,0.0006510262,0.0008191511,0.002441615,0.001554958,0.001972785,0.005075287],"category_scores_gemma":[0.009474135,0.000933779,0.00088986,0.001112772,0.001017268,0.00296803,0.002444306,0.001999092,0.0005474608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829409,"about_ca_system_score_gemma":0.003617809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572053,"about_ca_topic_score_gemma":0.001036435,"domain_scores_codex":[0.9957643,0.001994252,0.000251781,0.0007093688,0.0008927112,0.000387704],"domain_scores_gemma":[0.9946619,0.002771972,0.0009572088,0.0004235267,0.0007311632,0.0004543183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001426742,0.0001050087,0.0008198196,0.0001909377,0.00004789795,0.0002243672,0.0002242294,0.8640499,0.002331216,0.09560744,0.0008587663,0.03539789],"study_design_scores_gemma":[0.00003843786,0.0001164063,0.0001347551,0.00003039893,0.00001601647,0.00006075784,0.00008079515,0.9552137,0.0006902308,0.04045035,0.003154939,0.00001330527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04079413,0.0003785618,0.9469447,0.0004193644,0.00004514215,0.0004945875,0.000125025,0.0001124197,0.01068596],"genre_scores_gemma":[0.760572,0.001003353,0.2306776,0.00009364782,0.00005272323,0.0006775022,0.0002091189,0.00007632807,0.00663775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005075287,"threshold_uncertainty_score":0.02270472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397543855964242,"score_gpt":0.2234872428453787,"score_spread":0.1895118042857363,"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."}}