{"id":"W228543513","doi":"","title":"Picture This! A Spate of New Multimedia Tools Is Putting a Whole New Face on the Learning Process","year":2006,"lang":"en","type":"article","venue":"T.H.E. Journal Technological Horizons in Education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power point; Whiteboard; Interactive whiteboard; Multimedia; Point (geometry); Variety (cybernetics); Computer science; Mobile device; Process (computing); Mathematics education; World Wide Web; Psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092826,0.0001531395,0.0001878838,0.0003415303,0.0005263165,0.0001301413,0.0005741708,0.0004701136,0.0004738309],"category_scores_gemma":[0.003770216,0.0001060258,0.0000766244,0.001191054,0.0003326263,0.0002439618,0.0000262268,0.00149248,0.00005603388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606908,"about_ca_system_score_gemma":0.001149564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000505385,"about_ca_topic_score_gemma":0.0002464371,"domain_scores_codex":[0.9984373,0.0001708065,0.0004388974,0.0002335577,0.0003983575,0.0003210675],"domain_scores_gemma":[0.9988088,0.0002980552,0.0004324347,0.0001922922,0.0001855812,0.00008284107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002143993,0.0006724727,0.01566129,0.000008064436,0.00001564756,0.00000225085,0.01533476,0.0001541796,0.001920342,0.171519,0.03215797,0.7625325],"study_design_scores_gemma":[0.0005288587,0.0004662738,0.01417319,0.0004939062,0.00003702507,0.00003409129,0.1736352,0.0002305749,0.01461189,0.6293681,0.1660118,0.0004090609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8543068,0.0003669144,0.003273088,0.1281943,0.0005326095,0.0005092535,0.000001522803,0.0002648739,0.01255065],"genre_scores_gemma":[0.9892316,0.0001325571,0.00318957,0.0002570715,0.0003655713,0.00002691073,0.000005348309,0.00001036874,0.006781024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7621235,"threshold_uncertainty_score":0.6484168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03766628382989976,"score_gpt":0.3521305434740072,"score_spread":0.3144642596441075,"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."}}