{"id":"W2952950140","doi":"10.2436/rcdp.i58.2019.3178","title":"THE ITALIAN EXPERIENCE OF AGGREGATION IN PUBLIC AUTHORITY PROCUREMENT","year":2019,"lang":"en","type":"article","venue":"Revista catalana de dret públic (Escola d'Administració Pública de Catalunya (EAPC))","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Humanities; Political science; Management; Philosophy; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006700984,0.0002475473,0.0003467079,0.001695246,0.005185874,0.005447678,0.00112728,0.001435836,0.009345987],"category_scores_gemma":[0.01368179,0.00052058,0.0003242522,0.006473811,0.006068856,0.002146202,0.006475047,0.002026496,0.0009257887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01338441,"about_ca_system_score_gemma":0.007013599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07105766,"about_ca_topic_score_gemma":0.07007005,"domain_scores_codex":[0.989113,0.004160881,0.0004006031,0.000461548,0.001928201,0.003935808],"domain_scores_gemma":[0.987664,0.002605968,0.003900076,0.001327942,0.001112119,0.003389844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004123233,0.0004299477,0.6046538,0.0003107324,0.00006050009,0.01116957,0.2185879,0.0007240886,0.001011681,0.04225874,0.03950245,0.08087832],"study_design_scores_gemma":[0.000034361,0.0003163391,0.6657576,0.0002463429,0.00001726105,0.005347856,0.1247977,0.0005939419,0.0003010497,0.001925416,0.2005905,0.0000715755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468244,0.001325226,0.0002280986,0.01113773,0.0000933095,0.00003615106,0.0001562245,0.00003864671,0.04016016],"genre_scores_gemma":[0.9942273,0.0005045025,0.0000725527,0.000522744,0.00007081129,0.0000107614,0.00006247185,0.00001234798,0.004516614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07105766,"threshold_uncertainty_score":0.1412882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234172689280199,"score_gpt":0.2667916183361366,"score_spread":0.2444498914433346,"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."}}