{"id":"W4398248994","doi":"10.1080/1226508x.2024.2351797","title":"Several Modes of Digitalisation of Value Chains and Their Effects on Firm Behaviour and Performance: Case Studies of Apparel and Video Game Industries","year":2024,"lang":"en","type":"article","venue":"Global Economic Review","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Business; Video game; Industrial organization; Value (mathematics); Clothing; Computer science; Multimedia","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":[0.001459595,0.0003244631,0.0002440075,0.002646251,0.0009362386,0.002665079,0.0003815594,0.0007751752,0.002970295],"category_scores_gemma":[0.003427571,0.0001518807,0.0004226767,0.003453118,0.001659827,0.002837301,0.001901704,0.0007417946,0.0002904764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303432,"about_ca_system_score_gemma":0.0006094159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028231,"about_ca_topic_score_gemma":0.01527786,"domain_scores_codex":[0.9991865,0.0003497578,0.00003521483,0.00008080306,0.0001755352,0.0001721626],"domain_scores_gemma":[0.9957213,0.002767635,0.0007049743,0.0001871029,0.0003890641,0.000229886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001566623,0.002237686,0.5319588,0.001379568,0.0002880097,0.006070225,0.03332331,0.02720641,0.006861818,0.06911355,0.001900418,0.3180935],"study_design_scores_gemma":[0.0001624757,0.00333108,0.7665235,0.00128969,0.0003490832,0.002549438,0.1090626,0.03318688,0.009630009,0.02624198,0.04742053,0.0002527937],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847081,0.0009178368,0.0009926492,0.0001341228,0.00000416289,0.00006099851,0.0000508837,0.000004749687,0.01312649],"genre_scores_gemma":[0.9963524,0.00095607,0.0009543533,0.00001875251,0.000005387868,0.0000159607,0.00004693875,0.000002864342,0.001647286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028231,"threshold_uncertainty_score":0.02044493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783540241695173,"score_gpt":0.2525985385986509,"score_spread":0.2247631361816992,"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."}}