{"id":"W2898359925","doi":"10.5539/ass.v14n11p83","title":"Impact of Smartphone: A Review on Positive and Negative Effects on Students","year":2018,"lang":"en","type":"review","venue":"Asian Social Science","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Entertainment; Smartphone application; Applied psychology; Outcome (game theory); Internet privacy; Medical education; Multimedia; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003402419,0.0003683972,0.001607965,0.0005817136,0.0004780946,0.0001577029,0.002073942,0.0002844196,0.00009286225],"category_scores_gemma":[0.003562585,0.0002228762,0.000533386,0.003221527,0.001871556,0.0001655363,0.0004093061,0.000450366,0.0004299354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926698,"about_ca_system_score_gemma":0.0005052485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001239451,"about_ca_topic_score_gemma":0.000003308034,"domain_scores_codex":[0.9950919,0.0005966027,0.0006955072,0.0009632729,0.00226408,0.0003886967],"domain_scores_gemma":[0.9969801,0.0009085159,0.0009878541,0.0005623779,0.0003838521,0.0001772746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000005609818,0.00007600579,0.0002363102,0.0003009209,0.00002250203,0.000007355625,0.0002575022,4.291049e-10,4.137865e-7,0.0002954432,0.003282783,0.9955152],"study_design_scores_gemma":[0.0008203171,0.004122024,0.7256462,0.0801183,0.0007807831,0.00004807802,0.0002511815,1.677012e-7,0.00002480314,0.00422355,0.1827219,0.001242724],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002904322,0.9689714,0.000006125209,0.0002420738,0.000514175,0.001881945,0.0001252984,0.0000610037,0.02529367],"genre_scores_gemma":[0.01133524,0.9878829,0.00004272887,0.0002523272,0.00009890984,0.00004080177,0.000002654396,0.00001610103,0.0003283591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942724,"threshold_uncertainty_score":0.9088628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09535258249372058,"score_gpt":0.5065606256551702,"score_spread":0.4112080431614497,"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."}}