{"id":"W1571315002","doi":"","title":"FrancoToile: a digital video library to develop cultural literacy in French.","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Literacy; Digital literacy; Visual arts; Computer science; Multimedia; Library science; World Wide Web; Sociology; Art; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004439908,0.0001690783,0.0002144015,0.0008506302,0.0001940879,0.000160405,0.0003712891,0.0001834547,0.0009281418],"category_scores_gemma":[0.003002135,0.0001594963,0.00002069564,0.002852884,0.0004424465,0.0005744517,0.00007908321,0.0003912293,0.0001095217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008685997,"about_ca_system_score_gemma":0.001603993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001030571,"about_ca_topic_score_gemma":0.001567844,"domain_scores_codex":[0.9984053,0.000055891,0.000339141,0.0003973049,0.0003243287,0.0004779938],"domain_scores_gemma":[0.9976313,0.001469927,0.00008248836,0.0001654352,0.0003315729,0.0003192583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000118887,0.0001754988,0.1004306,0.000006548794,0.000006773549,0.000005228235,0.01059243,9.583618e-8,0.00006133664,0.8039826,0.008829766,0.07589734],"study_design_scores_gemma":[0.0001955548,0.00003521465,0.1910011,0.0001167945,0.000003174248,0.000003958577,0.001161253,0.000001565592,0.0002510811,0.6950585,0.1119168,0.000255084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1926949,0.0004999001,0.00008614197,0.7347456,0.002963408,0.0004268658,0.00002820709,0.0001436575,0.06841132],"genre_scores_gemma":[0.9777627,0.0001842647,0.01034584,0.001100674,0.001108693,0.0001514278,0.0000733078,0.00001274758,0.009260336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7850679,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616276836254988,"score_gpt":0.3612344242963912,"score_spread":0.3250716559338413,"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."}}