{"id":"W1520613803","doi":"10.2139/ssrn.2263800","title":"Mobile Leapfrogging and Digital Divide Policy: Assessing the Limitations of Mobile Internet Access","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"ICT Impact and Policies","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Leapfrogging; Digital divide; Mobile internet; The Internet; Internet privacy; Mobile broadband; Business; Mobile technology; Computer science; Telecommunications; Mobile device; Computer security; Mobile computing; World Wide Web; Economic growth; Economics; Wireless","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":[0.01305269,0.000370821,0.0007433844,0.002240322,0.002006346,0.01236592,0.00185673,0.004381744,0.01112607],"category_scores_gemma":[0.06445727,0.0003294186,0.0004732372,0.003337465,0.006105511,0.01425405,0.005100673,0.003968629,0.0004158629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008132975,"about_ca_system_score_gemma":0.008090048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02253975,"about_ca_topic_score_gemma":0.02456499,"domain_scores_codex":[0.9915171,0.004475809,0.000275199,0.0005398123,0.001508932,0.001683229],"domain_scores_gemma":[0.9266706,0.05493868,0.009329102,0.00173321,0.004246063,0.00308247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001402921,0.001060554,0.08059934,0.0003794555,0.0001376962,0.0003952956,0.003811839,0.0186361,0.0007274642,0.813457,0.004885969,0.07450639],"study_design_scores_gemma":[0.0005071676,0.002877798,0.1426873,0.001497134,0.0005249841,0.0002853128,0.05201216,0.06665571,0.003427731,0.643332,0.08598126,0.000211382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8160658,0.002631819,0.002985417,0.02754919,0.0001082627,0.000163532,0.0003588705,0.00002873525,0.1501082],"genre_scores_gemma":[0.9974336,0.0003933935,0.0002599603,0.0003915749,0.00004390903,0.00004122638,0.00002619993,0.000004506076,0.001405643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02253975,"threshold_uncertainty_score":0.06903005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725754721084807,"score_gpt":0.2788174483630577,"score_spread":0.2615599011522096,"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."}}