{"id":"W3121956834","doi":"","title":"Quality upgrading of Italian manufactures: evidence from firms� prices and strategies","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Quality (philosophy); Business; Job creation; Product (mathematics); Value (mathematics); Industrial organization; Marketing; Commerce; Economics; Labour 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":[0.0009478024,0.0002157788,0.0002030847,0.00205704,0.0002762213,0.001115575,0.0003301228,0.0004819452,0.002285859],"category_scores_gemma":[0.006168638,0.000233021,0.0004009329,0.003240454,0.0005354809,0.0006827494,0.0006422822,0.0004222196,0.0006399485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009593908,"about_ca_system_score_gemma":0.0003872773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02900804,"about_ca_topic_score_gemma":0.02457494,"domain_scores_codex":[0.9992787,0.0001242747,0.00005588817,0.0001343095,0.0002560508,0.0001508093],"domain_scores_gemma":[0.9899446,0.001921674,0.005968931,0.0008485498,0.0009284102,0.0003877998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001270905,0.0001007597,0.9764436,0.00007548033,0.00005026933,0.00008630555,0.001074776,0.0002983148,0.0002591831,0.0003378512,0.001314955,0.01983145],"study_design_scores_gemma":[0.000002863781,0.00002309746,0.9989468,0.000006428513,0.000008769483,0.00002043426,0.0001468523,0.00008421871,0.00004735374,0.00002706428,0.000684221,0.000001947658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900246,0.0009805547,0.0001328049,0.0003916597,0.000006016813,0.00001614587,0.0009152182,0.00001191053,0.007521104],"genre_scores_gemma":[0.9975603,0.0006160315,0.00009601862,0.00004618915,0.00001716213,0.000006113751,0.0008831577,0.000003434682,0.0007716828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02900804,"threshold_uncertainty_score":0.05767834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379136164470322,"score_gpt":0.330144132995855,"score_spread":0.1922305165488228,"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."}}