{"id":"W1743692962","doi":"10.5430/jms.v6n2p70","title":"The Effects of Commercialization Capability in Small and Medium-sized Businesses on Business Performances: Focused on Moderating Effects of Open Innovation","year":2015,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Business; Product (mathematics); Industrial organization; Product innovation; Process (computing); Moderation; Order (exchange); Marketing; Empirical research; New product development; Finance; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002683535,0.0000910013,0.0002845355,0.0004097712,0.00008213487,0.0001452889,0.0003462125,0.0000592364,0.000001465056],"category_scores_gemma":[0.001358964,0.00005307851,0.00001611022,0.0008936572,0.0001036688,0.0003368457,0.00010144,0.0001186608,2.418748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001945372,"about_ca_system_score_gemma":0.00005154401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002608113,"about_ca_topic_score_gemma":0.0000858593,"domain_scores_codex":[0.9985299,0.0001820934,0.0006925924,0.0001230368,0.0003864608,0.00008589915],"domain_scores_gemma":[0.9978524,0.0006405961,0.0007043263,0.0001625197,0.0006159056,0.00002428322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002514018,0.001123409,0.457036,0.0009532804,0.0001074522,0.00004567761,0.001609395,0.003368015,0.001906921,0.0562102,0.001260469,0.4738651],"study_design_scores_gemma":[0.003406252,0.0007330326,0.9727325,0.0003437884,0.00002920412,0.000002394349,0.0008627754,0.0005948823,0.002452343,0.01866683,0.0001010835,0.00007491897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972656,0.0001135203,0.001097596,0.0006403013,0.0002184411,0.0003539354,3.965964e-7,0.000003493389,0.0003067169],"genre_scores_gemma":[0.9994158,0.0001471115,0.0003231264,0.00004854537,0.00001348593,0.000005483115,6.841861e-7,0.000003422673,0.00004239461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5156965,"threshold_uncertainty_score":0.2164479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232685162244317,"score_gpt":0.3684711752385454,"score_spread":0.2452026590141137,"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."}}