{"id":"W2615439860","doi":"10.5220/0006253402260233","title":"Researching Student Perceptions of and Experiences with Alternative Learning Technologies - Replacing Traditional Tutorials with i>clicker Tutorials and Online Tutorials","year":2017,"lang":"en","type":"article","venue":"","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Clicker; Perception; Computer science; Mathematics education; Multimedia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001352444,0.0001984994,0.0003572288,0.0002003019,0.000967277,0.0007918319,0.0007869619,0.00008260948,0.00002252524],"category_scores_gemma":[0.00133699,0.000139822,0.00002309892,0.0001318032,0.0007673696,0.001304522,0.0003984073,0.0003142022,0.000001268742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006145039,"about_ca_system_score_gemma":0.0001636636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002377294,"about_ca_topic_score_gemma":0.00005449859,"domain_scores_codex":[0.9977288,0.0002479395,0.0003609894,0.0006459394,0.0007392022,0.0002770831],"domain_scores_gemma":[0.9977722,0.0007138703,0.0005121253,0.0006644647,0.0002602682,0.00007710139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004138768,0.00120508,0.2606767,0.0002308108,0.0005726801,0.00006235333,0.4329895,0.003642657,0.03671707,0.1987667,0.0006005078,0.06412206],"study_design_scores_gemma":[0.005969403,0.008082955,0.48269,0.002074341,0.0001483644,0.0004277742,0.4426764,0.01630402,0.02657111,0.009355586,0.003411794,0.002288288],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795617,0.00006008456,0.01777095,0.0007595067,0.0007098754,0.0003728012,0.00000366221,0.0001858793,0.0005754768],"genre_scores_gemma":[0.9581992,0.00005757428,0.0407206,0.000008451811,0.0005884855,0.0001335751,0.000004188063,0.00001279469,0.0002751375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2220134,"threshold_uncertainty_score":0.7635653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438107651083192,"score_gpt":0.3489686118837623,"score_spread":0.3045875353729304,"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."}}