{"id":"W2256477084","doi":"","title":"the role of one educational technology consultant (ETC) in an experimental technological innovation using pod/vod casting to enhance classroom-based instruction","year":2008,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Casting; Mathematics education; Computer science; Engineering; Psychology; Materials science; Metallurgy","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":[0.00568419,0.0004623214,0.0004696914,0.0009338941,0.004831131,0.001674523,0.001870348,0.003773443,0.01353244],"category_scores_gemma":[0.01086861,0.0006316358,0.000373615,0.0004133429,0.001237726,0.001292504,0.002250582,0.002395459,0.002294719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179652,"about_ca_system_score_gemma":0.007055583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00505242,"about_ca_topic_score_gemma":0.01233596,"domain_scores_codex":[0.9949251,0.002409391,0.0002097446,0.0008198384,0.0007153172,0.0009205875],"domain_scores_gemma":[0.9819846,0.004390395,0.0009735554,0.001170495,0.003474624,0.008006339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02905697,0.06769305,0.08919499,0.001531664,0.000148492,0.01079517,0.04209075,0.00866206,0.2095305,0.01581179,0.02609858,0.499386],"study_design_scores_gemma":[0.009960547,0.08666547,0.207141,0.0006489629,0.001238985,0.01196613,0.1225649,0.1033468,0.2722679,0.00755291,0.175278,0.001368393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773966,0.00006611698,0.005729828,0.00178972,0.0004236722,0.0005558144,0.0001004658,0.00019518,0.01374268],"genre_scores_gemma":[0.9450927,0.00006251925,0.01870842,0.0007419698,0.00007184388,0.0004845181,0.00007820751,0.00007521064,0.03468461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353244,"threshold_uncertainty_score":0.0452705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457645324699594,"score_gpt":0.3037856234594571,"score_spread":0.2692091702124612,"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."}}