{"id":"W1549095265","doi":"10.18806/tesl.v30i1.1128","title":"Show me! Enhanced Feedback Through Screencasting Technology","year":2013,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"The Internet; Multimedia; Computer science; Humanities; Sociology; World Wide Web; Pedagogy; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002114412,0.0001574996,0.0001955277,0.0000898741,0.001162705,0.0003483403,0.0002759251,0.0000510524,0.07001095],"category_scores_gemma":[0.0001907976,0.0001301324,0.00004848572,0.00005692165,0.0001231562,0.0003347502,0.00004234385,0.0009659157,0.000086384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571629,"about_ca_system_score_gemma":0.0003590387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1830657,"about_ca_topic_score_gemma":0.1780407,"domain_scores_codex":[0.9987411,0.00005793183,0.000286742,0.0001556291,0.000302315,0.0004563132],"domain_scores_gemma":[0.9992751,0.00008065948,0.000188092,0.0001472723,0.000200614,0.0001082159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002044446,0.0000893238,0.0005998373,0.0000650551,0.0003037656,0.0001881365,0.03460786,0.0004008579,0.006261852,0.09853431,0.7418035,0.117125],"study_design_scores_gemma":[0.0005551252,0.0001571887,0.0003151025,0.0002054405,0.00003362045,0.0002858722,0.03367988,0.000485596,0.000751003,0.007110702,0.9559136,0.0005068814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7326359,0.01051021,0.001542758,0.0179659,0.002571598,0.0002778536,0.00001221474,0.0003755512,0.234108],"genre_scores_gemma":[0.9807603,0.00001076986,0.001060562,0.00916015,0.001228727,0.000005966355,0.000002198542,0.00002816844,0.007743193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2481244,"threshold_uncertainty_score":0.9308392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278840568501229,"score_gpt":0.2128458692993822,"score_spread":0.1900574636143699,"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."}}