{"id":"W4377251078","doi":"10.1515/9780228007241-002","title":"Preface","year":2021,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; McGill University","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001962463,0.0007445224,0.000691426,0.0006454685,0.0005370593,0.0003562967,0.001102641,0.0006542621,0.0004183449],"category_scores_gemma":[0.00005130057,0.0008903631,0.0003908826,0.00005769991,0.0001808373,0.0009218184,0.00218763,0.0008029146,0.0003152318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888148,"about_ca_system_score_gemma":0.00008418923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037265,"about_ca_topic_score_gemma":0.000003287421,"domain_scores_codex":[0.9972578,0.00002652888,0.0003303592,0.001068202,0.0006568405,0.0006602611],"domain_scores_gemma":[0.9977185,0.00006533942,0.0005716871,0.001057348,0.0005171472,0.00007003159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006489731,0.00002302375,0.000008098328,0.0003737168,0.0002292268,0.0005201037,0.00001480033,0.000009386558,0.00001789462,0.9775766,0.02050942,0.0006528204],"study_design_scores_gemma":[0.0007121977,0.00001024804,0.000014737,0.0002804966,0.0003574724,0.000002328677,0.0000438107,0.00003144591,0.0001660087,0.001287229,0.9961492,0.0009447634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002034987,0.000003960911,0.00002895515,0.0004000045,0.0004901819,0.0006179638,0.00009913541,0.0006095657,0.9977299],"genre_scores_gemma":[0.002382903,0.00003750383,0.0001303814,0.0009103028,0.0007015259,0.000002703781,0.0002215978,0.000155316,0.9954578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9762894,"threshold_uncertainty_score":0.9993547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005298300265834,"score_gpt":0.2112106398225359,"score_spread":0.1811576568198776,"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."}}