{"id":"W746966042","doi":"","title":"3 Reasons Chromebooks Are Shining in Education","year":2015,"lang":"en","type":"article","venue":"T.H.E. Journal Technological Horizons in Education","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laptop; Guard (computer science); Advertising; The Internet; Quarter (Canadian coin); World Wide Web; Computer science; Business; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001879423,0.0002294642,0.000276302,0.001233649,0.0001434134,0.0002920223,0.001410117,0.000301718,0.0000230835],"category_scores_gemma":[0.002651989,0.0002171246,0.00005902475,0.001796662,0.0001324123,0.0008619623,0.0002001531,0.001530979,0.00009530579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551121,"about_ca_system_score_gemma":0.00240017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005892728,"about_ca_topic_score_gemma":0.00004464477,"domain_scores_codex":[0.9976322,0.0002866,0.0006324126,0.0005181645,0.0004550859,0.0004755094],"domain_scores_gemma":[0.9981511,0.0001470689,0.0004677163,0.0006879251,0.0003012946,0.0002448877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009580189,0.0015572,0.05240278,0.00001074769,0.000004781483,0.00001432082,0.001311952,0.0002362053,0.0002206735,0.0635668,0.005723855,0.8749411],"study_design_scores_gemma":[0.001479629,0.001110717,0.315525,0.001785798,0.00002352081,0.002583382,0.03631779,0.004288696,0.001115605,0.5111419,0.1230569,0.00157105],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486634,0.001953765,0.01818044,0.01503193,0.004492319,0.0005459956,5.558535e-7,0.0004653071,0.01066629],"genre_scores_gemma":[0.9334297,0.0001504591,0.0652831,0.0002261623,0.0003213577,0.0002103225,0.000004886743,0.00001705613,0.0003569772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8733701,"threshold_uncertainty_score":0.8854084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304907639206292,"score_gpt":0.3088375153417172,"score_spread":0.278346751421088,"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."}}