{"id":"W2310111329","doi":"","title":"Analyse économique des marchés publics dans l’industrie de la construction au Québec","year":2015,"lang":"fr","type":"preprint","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Political science; Humanities; Collusion; Economics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"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","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003449872,0.001309196,0.001411806,0.001532231,0.0009630347,0.002165627,0.001638767,0.002183601,0.0003343569],"category_scores_gemma":[0.0006610249,0.001545811,0.0007504732,0.0009542634,0.001974772,0.002595346,0.001110431,0.002306804,0.0001899675],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009044283,"about_ca_system_score_gemma":0.00689392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9143277,"about_ca_topic_score_gemma":0.771858,"domain_scores_codex":[0.9944456,0.0002385329,0.001617881,0.001250785,0.0002902998,0.002156849],"domain_scores_gemma":[0.9957678,0.0002536349,0.001373705,0.001593622,0.0005233138,0.0004878934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288391,0.0003672253,0.8375866,0.0005169073,0.0004611271,0.00007860752,0.000912753,0.01542951,0.000272519,0.1134323,0.006856296,0.0239573],"study_design_scores_gemma":[0.00160673,0.00006942665,0.6527321,0.0006632308,0.001121591,0.0003407742,0.002842315,0.07740925,0.0006973553,0.06084138,0.1992006,0.002475318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842523,0.002546619,0.077954,0.01355781,0.0008897749,0.001189675,0.0002452527,0.00114191,0.01822264],"genre_scores_gemma":[0.9674567,0.000889488,0.02022085,0.002171648,0.002997801,0.0007718547,0.0005025417,0.0002971981,0.004691898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1923443,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292419886027137,"score_gpt":0.2209017879956363,"score_spread":0.1979775891353649,"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."}}