{"id":"W3122232323","doi":"","title":"Relative Industry Concentration and Customer-Driven it Spillovers","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Upstream (networking); Downstream (manufacturing); Production (economics); Industrial organization; Productivity; Business; Supply chain; Relative price; Market power; Capital (architecture); Econometrics; Microeconomics; Economics; Marketing; Telecommunications; Monopoly","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":[0.001127192,0.0004132167,0.0005871072,0.003094139,0.000534539,0.002024482,0.0005334401,0.0007789788,0.006337489],"category_scores_gemma":[0.006877701,0.0002564146,0.0006862953,0.004370783,0.001386269,0.001894944,0.002336648,0.0007363594,0.0004825017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939885,"about_ca_system_score_gemma":0.0007394074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00769292,"about_ca_topic_score_gemma":0.006386944,"domain_scores_codex":[0.998917,0.0002836015,0.00006407943,0.0002013949,0.0002219508,0.0003119741],"domain_scores_gemma":[0.9875223,0.005582069,0.004772372,0.0005545769,0.0008485564,0.0007201997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003318873,0.0004814016,0.8287236,0.0003289329,0.0007072481,0.001465992,0.001518748,0.08453225,0.003346593,0.0394432,0.002080919,0.03703923],"study_design_scores_gemma":[0.0001347906,0.0005063572,0.8895254,0.0001718534,0.0006120749,0.0004888406,0.002970688,0.05243389,0.004518675,0.04207943,0.00647265,0.00008541519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817956,0.0005856567,0.005025845,0.000601217,0.000008136153,0.00004483385,0.000438467,0.00003769614,0.01146246],"genre_scores_gemma":[0.9988909,0.000170549,0.0003132533,0.00004443597,0.00001387359,0.00001359498,0.0001335168,0.000002068518,0.0004177568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00769292,"threshold_uncertainty_score":0.02120101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273291013564629,"score_gpt":0.2113260706311788,"score_spread":0.1985931604955325,"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."}}