{"id":"W2168658889","doi":"10.22215/timreview/800","title":"Mobile Convergence and Entrepreneurial Opportunities for Innovative Products and Services","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; University of Ontario Institute of Technology","keywords":"Pace; Convergence (economics); Business; Mobile commerce; Wireless; Telecommunications; Marketing; Technological convergence; Commerce; Computer science; Economics; Geography; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007623404,0.0002023267,0.0001644888,0.001801305,0.0007637128,0.003890528,0.0002453407,0.0008779161,0.01815882],"category_scores_gemma":[0.002406366,0.0001051678,0.0002175415,0.001995374,0.001668927,0.003365501,0.001951558,0.0008753096,0.0009227853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078301,"about_ca_system_score_gemma":0.0009047269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008127519,"about_ca_topic_score_gemma":0.001478847,"domain_scores_codex":[0.9994766,0.0001571213,0.00002359832,0.0000593612,0.0001600631,0.000123339],"domain_scores_gemma":[0.9981551,0.0008852473,0.0004450191,0.00005714837,0.0002338803,0.0002236385],"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":[0.00007043948,0.00007078237,0.01096969,0.0006255563,0.00002779016,0.0006136738,0.001817035,0.0006695306,0.0003277207,0.787885,0.0143462,0.1825766],"study_design_scores_gemma":[0.00003085709,0.0001095245,0.04479712,0.003337546,0.00004424321,0.00200073,0.006291314,0.001265413,0.0004025924,0.2273639,0.7143282,0.00002862004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.13808,0.1131866,0.003511052,0.02870073,0.0005248967,0.00006262035,0.0002244485,0.00003880048,0.715671],"genre_scores_gemma":[0.8737372,0.09773672,0.001520778,0.001523237,0.0009549951,0.00004782919,0.0001030699,0.000008714149,0.02436733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01815882,"threshold_uncertainty_score":0.06074733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090601588534403,"score_gpt":0.2360076595528107,"score_spread":0.2051016436674666,"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."}}