{"id":"W3137424968","doi":"10.1353/tfr.2012.0142","title":"Technology-Infused French: Foreign-Language Instruction for the Digital Age ed. by Carl Falsgraf","year":2012,"lang":"en","type":"article","venue":"The French review","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Reading (process); Glossary; Confusion; Wonder; Vocabulary; Linguistics; Humanities; Psychology; Art; History; Philosophy; Social psychology; Psychoanalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007083721,0.001273726,0.0004353854,0.001089377,0.001975322,0.004007934,0.0004765931,0.002133715,0.01441254],"category_scores_gemma":[0.0007236407,0.0001997573,0.0002965859,0.0006665553,0.001374358,0.003138077,0.001655989,0.002086894,0.009186595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892311,"about_ca_system_score_gemma":0.002670804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008924309,"about_ca_topic_score_gemma":0.01737987,"domain_scores_codex":[0.9997173,0.00009344747,0.00001098256,0.00005783172,0.00007376972,0.00004665025],"domain_scores_gemma":[0.9997457,0.0000882263,0.00001538425,0.00001005582,0.00004897527,0.00009166213],"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":[0.00004042737,0.00007927396,0.0004406208,0.0004018059,0.000006364963,0.0004790677,0.006922877,0.0002703894,0.001009844,0.03629156,0.5635065,0.3905512],"study_design_scores_gemma":[0.000001556567,0.00001635796,0.0005075531,0.0002745868,0.000001447999,0.0003440633,0.001709052,0.00004377428,0.0001587306,0.00140672,0.9955295,0.000006653836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.008848385,0.58302,0.005564053,0.07866663,0.01402599,0.00003970311,0.0001816353,0.0009537555,0.3086999],"genre_scores_gemma":[0.07413866,0.3176292,0.006928522,0.01000787,0.004468853,0.00009627192,0.000153558,0.000404172,0.5861729],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01441254,"threshold_uncertainty_score":0.04821479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625844532760154,"score_gpt":0.3274022536894241,"score_spread":0.3011438083618226,"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."}}