{"id":"W3121448731","doi":"10.2139/ssrn.1345602","title":"The Determinants of Changes in the Organization of Production: Evidence from Spanish Plant-Level Data","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Outsourcing; Competition (biology); Industrial organization; Production (economics); Survey data collection; Quality (philosophy); Market power; Business; Product (mathematics); Limiting; Product market; Vertical integration; Economics; Microeconomics; Marketing","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":[0.002605354,0.0003044191,0.0005276859,0.001492658,0.0002601205,0.001348961,0.0007554071,0.0007518428,0.002643289],"category_scores_gemma":[0.008464127,0.0002455199,0.000459694,0.003795151,0.000495015,0.0006679412,0.0007533604,0.0006792743,0.0008854889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067991,"about_ca_system_score_gemma":0.000762522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06407312,"about_ca_topic_score_gemma":0.06155619,"domain_scores_codex":[0.9985896,0.0004655667,0.00009200577,0.0003501918,0.0002475972,0.0002550106],"domain_scores_gemma":[0.9768076,0.01228434,0.006336316,0.001645127,0.001927247,0.0009992783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003888358,0.0001614539,0.9836717,0.0000684933,0.0001862573,0.0001278777,0.0003539933,0.004620147,0.0006642294,0.000381032,0.001592451,0.007783423],"study_design_scores_gemma":[0.00001767699,0.00004838263,0.996383,0.00000909512,0.00002871356,0.00001848275,0.0003390145,0.001747481,0.0001366041,0.0001772204,0.001086867,0.000007473597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935802,0.0004633269,0.0005917985,0.0001831726,0.000008368494,0.00001087508,0.003584896,0.00002183497,0.00155548],"genre_scores_gemma":[0.9909194,0.0003290795,0.0002455924,0.0000287982,0.00002460278,0.00001241708,0.007734417,0.00001183384,0.0006939248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06407312,"threshold_uncertainty_score":0.1274003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365028745835621,"score_gpt":0.2517752116924941,"score_spread":0.1881249242341379,"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."}}