{"id":"W751061793","doi":"","title":"Teaching and Learning Spanish in Second Life","year":2010,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002030884,0.0001286344,0.000145857,0.0002779948,0.001057818,0.0004934554,0.0003713128,0.0001706085,0.0001972197],"category_scores_gemma":[0.0009452056,0.0001552237,0.00003700366,0.0002322596,0.0001775406,0.004114422,0.0001345134,0.002116547,0.00007764305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006520007,"about_ca_system_score_gemma":0.0002258631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002979673,"about_ca_topic_score_gemma":0.04343607,"domain_scores_codex":[0.9980193,0.000906696,0.0001514766,0.0003279491,0.0002559683,0.0003385589],"domain_scores_gemma":[0.998714,0.0006511467,0.0001348314,0.0001476814,0.00006469848,0.0002876871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002193952,0.00004941438,0.9800372,0.00001456385,0.000009993747,0.0000291371,0.01584767,0.000001496652,0.0003190165,0.002275808,6.647473e-7,0.001393122],"study_design_scores_gemma":[0.000285612,0.00001988237,0.8682616,0.00003155349,0.00001279112,0.000005172702,0.008642021,1.780215e-7,0.00002628233,0.0003582197,0.1221705,0.0001862234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989544,0.00003485298,0.000008021939,0.001656981,0.0004105344,0.0001164569,0.000002606708,0.00006953671,0.008156956],"genre_scores_gemma":[0.9771211,0.00001773666,0.00009201744,0.0004917873,0.0002802611,5.386378e-7,0.000004644916,0.00001235852,0.02197952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1221698,"threshold_uncertainty_score":0.9740188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0815620030183735,"score_gpt":0.3633605524838212,"score_spread":0.2817985494654476,"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."}}