{"id":"W2887279369","doi":"10.1007/978-3-319-90179-4_7","title":"Collaborative Engagement Through Mobile Technology in Mathematics Learning","year":2018,"lang":"en","type":"book-chapter","venue":"Mathematics education in the digital era","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Mathematics education; Computer science; Psychology","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":[0.000487603,0.0004602026,0.0002562504,0.0003894641,0.000822203,0.00449278,0.0006336621,0.001171537,0.01406636],"category_scores_gemma":[0.001367509,0.0001061689,0.0002794224,0.000710103,0.00137875,0.004011945,0.00368251,0.001092283,0.001899116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628183,"about_ca_system_score_gemma":0.0004023019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002871323,"about_ca_topic_score_gemma":0.0004367555,"domain_scores_codex":[0.9994579,0.0002473134,0.00001368639,0.00006938944,0.000149835,0.00006177856],"domain_scores_gemma":[0.9993326,0.0005207183,0.000025592,0.00003728549,0.00003109796,0.00005271438],"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":[0.000139172,0.0001829534,0.0009119338,0.00086367,0.00002826978,0.0005196798,0.03189459,0.001272208,0.00755455,0.3621584,0.01603588,0.5784387],"study_design_scores_gemma":[0.00005370652,0.0003913539,0.003891247,0.001402069,0.00005099026,0.001778847,0.02185818,0.007713753,0.005382964,0.1825964,0.7748314,0.00004905883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09389453,0.03357526,0.07659172,0.004185539,0.000996424,0.00008783642,0.00004565393,0.0002529917,0.7903701],"genre_scores_gemma":[0.792056,0.0125929,0.01477321,0.0004426386,0.0005928901,0.0002070273,0.00006369715,0.00007754467,0.1791941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01406636,"threshold_uncertainty_score":0.04705667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511595710787768,"score_gpt":0.2859785370323873,"score_spread":0.2708625799245097,"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."}}