{"id":"W3189950493","doi":"","title":"Intelligent Mobile Devices and Their Impact: Perspectives, Lessons, Issues and Challenges","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Telecommunications; Excellence; Phone; Commission; Executive director; Engineering; Library science; Management; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008749742,0.0009020589,0.001038001,0.002670071,0.004365554,0.01844373,0.002270021,0.01102288,0.0189458],"category_scores_gemma":[0.008049855,0.0003964006,0.0007337315,0.003726299,0.007608681,0.02383406,0.006880779,0.01314977,0.004046899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005270243,"about_ca_system_score_gemma":0.008395616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006073632,"about_ca_topic_score_gemma":0.01160581,"domain_scores_codex":[0.9956847,0.001674232,0.0001513868,0.0003426214,0.001142321,0.001004804],"domain_scores_gemma":[0.9839858,0.009349673,0.000539309,0.0002953361,0.002983985,0.002845807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006195385,0.0001187564,0.001590598,0.001799907,0.00001966464,0.0005638058,0.00553563,0.0002280626,0.0002248227,0.1835696,0.5678,0.2384873],"study_design_scores_gemma":[0.000005940564,0.00005735047,0.001273394,0.003300841,0.00000671293,0.0004189494,0.02359695,0.000121308,0.00006955912,0.02978814,0.9413271,0.00003362383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001607575,0.2899623,0.0005557709,0.6647887,0.008634477,0.00001581006,0.0001153858,0.0000351568,0.0342848],"genre_scores_gemma":[0.06100658,0.7455721,0.001565356,0.1392407,0.02010439,0.00008302961,0.0002147773,0.00007455001,0.03213856],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0189458,"threshold_uncertainty_score":0.06337994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383181728780664,"score_gpt":0.2666616211046782,"score_spread":0.2528298038168716,"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."}}