{"id":"W2226718308","doi":"10.1080/2331186x.2015.1127745","title":"College-based case studies in using PowerPoint effectively","year":2016,"lang":"en","type":"article","venue":"Cogent Education","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Variety (cybernetics); Mathematics education; Psychology; Institution; Teaching method; Graduate students; Style (visual arts); Pedagogy; Sociology; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006639518,0.0003953168,0.0002921812,0.001324898,0.006652939,0.004792658,0.002811966,0.002158058,0.007316359],"category_scores_gemma":[0.01992862,0.0003430865,0.0003809172,0.001737386,0.004036185,0.004654525,0.005454883,0.002814798,0.001083051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003059313,"about_ca_system_score_gemma":0.002913526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003907094,"about_ca_topic_score_gemma":0.01166687,"domain_scores_codex":[0.9913011,0.005733673,0.0002473642,0.0005345268,0.001144928,0.001038385],"domain_scores_gemma":[0.9835548,0.0106167,0.0007229589,0.001666744,0.001456455,0.001982291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005009364,0.008945917,0.03828525,0.0005701005,0.00005072092,0.01704396,0.5711623,0.003609001,0.006948051,0.07665733,0.01340018,0.2628263],"study_design_scores_gemma":[0.0002418244,0.001997998,0.01598788,0.0004199429,0.00005579378,0.0105363,0.652784,0.007490262,0.01584746,0.02098473,0.2735054,0.0001483607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263047,0.0003363539,0.01395353,0.002451387,0.00007606345,0.0004561797,0.00004592419,0.0001135307,0.05626227],"genre_scores_gemma":[0.9778425,0.0004313184,0.01254783,0.0002520916,0.00002324183,0.0001830586,0.00003603303,0.00004376277,0.008640204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007316359,"threshold_uncertainty_score":0.03511357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187606672041106,"score_gpt":0.4670075892757592,"score_spread":0.3482469220716485,"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."}}