{"id":"W2802878252","doi":"","title":"Using a virtual classroom in initial teacher training: creating a safe place for practice","year":2017,"lang":"en","type":"other","venue":"ResearchSPAce (Bath Spa University)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Thompson Rivers University; Harvard Graduate School of Education; Canadian Bureau for International Education","keywords":"Training (meteorology); Focus (optics); Pedagogy; Initial training; Medical education; Computer science; Mathematics education; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341922,0.0001724112,0.0002620284,0.001294333,0.0007662654,0.0001386134,0.0006783448,0.0007101196,0.0005961309],"category_scores_gemma":[0.005827514,0.0002058803,0.00008172089,0.0004588247,0.0006553268,0.0003687477,0.0001020263,0.0007662771,0.00002558151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008642823,"about_ca_system_score_gemma":0.002721222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02266169,"about_ca_topic_score_gemma":0.09791215,"domain_scores_codex":[0.9979759,0.0005406266,0.00009895527,0.0004017706,0.0004474047,0.0005353663],"domain_scores_gemma":[0.9984422,0.0005921464,0.0003187382,0.0003142678,0.0001826053,0.0001500542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000571945,0.0005129297,0.001454803,0.00008483812,0.0002663704,0.0002831312,0.05929291,0.00001716414,0.00008013142,0.5670981,0.347675,0.02266263],"study_design_scores_gemma":[0.0005883714,0.0000733927,0.00001154359,0.0002654897,0.00002954005,0.000001543335,0.1183397,0.0001553715,0.000003986875,0.00009891784,0.8802497,0.0001823811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007043685,0.00006087106,0.002270293,0.005389951,0.0002211732,0.0007888211,0.00002656246,0.0001499642,0.990388],"genre_scores_gemma":[0.008585813,0.0002601875,0.005056232,0.00003382298,0.0004831646,0.000005478638,0.00001957398,0.00009290293,0.9854628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5669993,"threshold_uncertainty_score":0.9838465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765735203428788,"score_gpt":0.4472658483800587,"score_spread":0.2706923280371799,"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."}}