{"id":"W3158878055","doi":"10.1111/jcal.12557","title":"A review of the meta‐analysis by Tingir and colleagues (2017) on the effects of mobile devices on learning","year":2021,"lang":"en","type":"review","venue":"Journal of Computer Assisted Learning","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Meta-analysis; Psychology; Duration (music); Mobile device; Value (mathematics); Mathematics education; Computer science; Medicine; Statistics; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01568655,0.002921257,0.01196276,0.007811652,0.0007000267,0.003213865,0.001640056,0.001901318,0.005340973],"category_scores_gemma":[0.05816954,0.001340546,0.02065584,0.007532404,0.0006855596,0.002058932,0.00144755,0.002058089,0.000601628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148891,"about_ca_system_score_gemma":0.004795245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293472,"about_ca_topic_score_gemma":0.01334049,"domain_scores_codex":[0.990997,0.00430736,0.002565684,0.000720796,0.001209504,0.0001997737],"domain_scores_gemma":[0.9747022,0.01998041,0.002512047,0.0006933574,0.001952827,0.000159095],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009278249,0.00003045406,0.0009753896,0.8070838,0.1399404,0.0001672586,0.0001604184,0.0002971422,0.0004045456,0.0004263723,0.002789676,0.04679671],"study_design_scores_gemma":[0.0005878276,0.0003068997,0.003892163,0.2253734,0.7475498,0.000343233,0.0001174226,0.0001362913,0.0004958496,0.0008580649,0.02027804,0.00006098007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007395726,0.9974183,0.0004804367,0.0003182892,0.0002455581,0.000204391,0.0003172549,0.00001514712,0.0002611433],"genre_scores_gemma":[0.02559062,0.9700651,0.001516693,0.00111478,0.0002252193,0.0007668479,0.0003985061,0.0000235851,0.0002986557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9843134,"threshold_uncertainty_score":0.08295935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660352175542604,"score_gpt":0.3286422114233682,"score_spread":0.2920386896679422,"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."}}