{"id":"W4298409507","doi":"","title":"Perceptions of the IWB for second language teaching and learning: the iTILT project","year":2012,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Computer science; Perception; Mathematics education; Psychology","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":[0.01600804,0.0003778065,0.0003751617,0.0008594098,0.00728023,0.008166261,0.001230496,0.002116931,0.009054973],"category_scores_gemma":[0.01968837,0.0003582551,0.0002972715,0.0007086752,0.003362198,0.00368655,0.008568411,0.004268593,0.001362039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004137193,"about_ca_system_score_gemma":0.009186369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521258,"about_ca_topic_score_gemma":0.0195519,"domain_scores_codex":[0.9921926,0.004236876,0.0002230237,0.0003548423,0.001478431,0.001514181],"domain_scores_gemma":[0.9767975,0.004822039,0.001417756,0.0005608403,0.003142071,0.01325966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005351689,0.002605535,0.06526759,0.0001835301,0.00002484558,0.001070385,0.8544024,0.0002508762,0.003560574,0.009999859,0.006777497,0.0553218],"study_design_scores_gemma":[0.00004015992,0.0004382643,0.03537215,0.0001650847,0.00001456401,0.0002006464,0.9286523,0.0004216698,0.0007692056,0.0007780831,0.03311269,0.00003522014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837905,0.0001194544,0.0005810751,0.002193824,0.00004608488,0.00005044471,0.00002848368,0.00002448591,0.0131656],"genre_scores_gemma":[0.9946072,0.00009164522,0.0004021443,0.0002400302,0.000006655423,0.00006700402,0.00003064828,0.00002907474,0.004525656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01600804,"threshold_uncertainty_score":0.0846597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746095476473377,"score_gpt":0.2999247194008033,"score_spread":0.2824637646360695,"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."}}