{"id":"W2252937718","doi":"","title":"A Literature Review of Recommended Portable Applications","year":2009,"lang":"en","type":"review","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":[0.002120056,0.001158519,0.002205682,0.01326063,0.0008353748,0.001779432,0.001861041,0.00163834,0.008421264],"category_scores_gemma":[0.009000225,0.0006576512,0.001628894,0.01744035,0.0006937403,0.002877751,0.001110802,0.001085177,0.001741626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355558,"about_ca_system_score_gemma":0.006243205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008511987,"about_ca_topic_score_gemma":0.02288542,"domain_scores_codex":[0.9987809,0.0002599247,0.0003298208,0.0001473305,0.0004250157,0.00005697277],"domain_scores_gemma":[0.992649,0.004837097,0.0008718777,0.0001370943,0.00135696,0.000147914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001078926,0.00009096311,0.0006943507,0.139847,0.0002590695,0.0003371865,0.0001915973,0.0002432962,0.0006601212,0.001065712,0.02491817,0.8315846],"study_design_scores_gemma":[0.0001204322,0.0003781768,0.01059701,0.2572896,0.004458248,0.002839173,0.0008904747,0.0003958441,0.001560556,0.002945522,0.7184123,0.0001125946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007072345,0.9961017,0.0004597807,0.0005371725,0.0001680445,0.00007132299,0.0002676458,0.00002052371,0.00166651],"genre_scores_gemma":[0.002270448,0.9952915,0.00119638,0.0003785497,0.00008016686,0.00006767557,0.0002719207,0.000005941084,0.0004375132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01326063,"threshold_uncertainty_score":0.02817196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370053079545072,"score_gpt":0.3984882667041177,"score_spread":0.2614829587496105,"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."}}