{"id":"W4404959026","doi":"10.1080/03155986.2024.2431366","title":"Impact of privatization on social welfare in the service supply chain","year":2024,"lang":"en","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social Welfare; Welfare; Business; Supply chain; Service (business); Economics; Market economy; Marketing; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007628372,0.00006765092,0.00007969071,0.0002906167,0.0001086339,0.0002596467,0.00009430561,0.00006618164,0.00002630498],"category_scores_gemma":[0.00002842019,0.00004406435,0.00002285644,0.0005217056,0.00002861476,0.0005992288,0.000007198277,0.0001986135,0.00002425007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007922822,"about_ca_system_score_gemma":0.00006907398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002096216,"about_ca_topic_score_gemma":0.00002557282,"domain_scores_codex":[0.9989985,0.00003096635,0.0003237032,0.00004136498,0.0004779688,0.000127477],"domain_scores_gemma":[0.9995807,0.0001023157,0.00001220148,0.00006522467,0.0002178809,0.00002168046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000286174,0.00001447043,0.002652088,0.0009097268,0.00003986253,0.000002129106,0.01258665,0.1196832,0.00006655753,0.8547122,0.005794869,0.003509584],"study_design_scores_gemma":[0.0003848142,0.0001192787,0.188272,0.0001465999,0.000003435506,0.000009913675,0.001878994,0.7224835,0.00002964204,0.00008397832,0.08644241,0.0001454781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362953,0.0004875132,0.00484823,0.002364672,0.0004286855,0.001754124,0.000771681,0.0001412778,0.05290848],"genre_scores_gemma":[0.9994735,0.00002994063,0.00001287702,0.00002603941,0.0000711901,0.00005189046,0.0003064342,0.000004913723,0.00002327322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8546283,"threshold_uncertainty_score":0.2503779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07284421814946199,"score_gpt":0.326820636809769,"score_spread":0.253976418660307,"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."}}