{"id":"W4322582375","doi":"10.4018/978-1-6684-4895-3.ch006","title":"A Translational Research Approach to Cross-Border Digital Business Model Development","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in business strategy and competitive advantage book series","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Digitization; Business model; Knowledge management; Entrepreneurship; Value (mathematics); Process (computing); Frame (networking); Data science; Computer science; Translational research; Process management; Business; Management science; Engineering; 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":[0.01228307,0.001006517,0.0007456396,0.005393526,0.003557962,0.01194157,0.002152582,0.002324451,0.01648845],"category_scores_gemma":[0.01252023,0.0006198774,0.001136543,0.007413754,0.009293872,0.01226375,0.00567442,0.005166586,0.003160069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004837897,"about_ca_system_score_gemma":0.007315856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207155,"about_ca_topic_score_gemma":0.002597191,"domain_scores_codex":[0.9941186,0.00414185,0.0002764467,0.0004832277,0.0008186536,0.0001612263],"domain_scores_gemma":[0.9832287,0.01357096,0.0004421542,0.001542847,0.0009053755,0.0003099957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001814469,0.0001131718,0.0003963099,0.00104783,0.00002287911,0.0003457201,0.01885885,0.0007014888,0.001274029,0.8350287,0.01308329,0.1291096],"study_design_scores_gemma":[0.00002701929,0.0001409733,0.0008285368,0.00221697,0.00003959651,0.0006652808,0.02904875,0.003555629,0.002137933,0.4840195,0.4772888,0.00003105586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01662744,0.01521206,0.6230135,0.02694427,0.002015314,0.002418925,0.000835727,0.0008554454,0.3120773],"genre_scores_gemma":[0.1498443,0.02544233,0.7222399,0.005614712,0.0008888994,0.005537726,0.001843802,0.0007279895,0.08786044],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01648845,"threshold_uncertainty_score":0.06495988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06570075554292024,"score_gpt":0.3638506383749783,"score_spread":0.2981498828320581,"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."}}