{"id":"W4403440117","doi":"10.1007/978-3-031-62170-3_35","title":"Risk Allocation in U.S. Public–Private Partnership Broadband Projects—A Pilot Study","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"General partnership; Broadband; Public–private partnership; Business; Telecommunications; Computer science; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008050061,0.0002678669,0.0003022095,0.0008705163,0.001605529,0.002054239,0.0007590599,0.001032069,0.002903119],"category_scores_gemma":[0.01728431,0.0003211364,0.0003538246,0.001316661,0.001021581,0.002049063,0.001993871,0.001396935,0.0004592275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804211,"about_ca_system_score_gemma":0.002717971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068636,"about_ca_topic_score_gemma":0.01610414,"domain_scores_codex":[0.9945489,0.003912781,0.0001690133,0.0002176163,0.0005912114,0.0005603739],"domain_scores_gemma":[0.9867753,0.007746694,0.002262978,0.0005422835,0.001317943,0.001354841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004841998,0.02967688,0.6723507,0.0001894193,0.0002129358,0.001341601,0.02707131,0.024721,0.002612852,0.02978458,0.00835914,0.1988377],"study_design_scores_gemma":[0.0006582531,0.01027079,0.8434968,0.0001537233,0.000164207,0.0005445683,0.07941946,0.03081439,0.001918015,0.01531627,0.01714652,0.00009697066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995747,0.00008010747,0.0003953784,0.0002237994,0.000002937963,0.00006417563,0.00003319544,0.000003990523,0.003449387],"genre_scores_gemma":[0.9981589,0.00007388963,0.0003700826,0.00002622023,0.000004489069,0.00008184245,0.00003022761,0.000001480673,0.001252867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068636,"threshold_uncertainty_score":0.04257327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0413974936452603,"score_gpt":0.2430911930933226,"score_spread":0.2016936994480623,"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."}}