{"id":"W1028936050","doi":"","title":"Digital Resumes: The new wave for tomorrow's teachers","year":2003,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Computer science; Media studies; Political science; Public relations; Mathematics education; Sociology; 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":[0.0009369391,0.000302153,0.0002788491,0.001291812,0.004489701,0.009823879,0.0007754705,0.001717224,0.2197424],"category_scores_gemma":[0.004838319,0.0002371509,0.0002197002,0.001596367,0.001278819,0.005823658,0.004591256,0.003137342,0.03067254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734367,"about_ca_system_score_gemma":0.002914052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02403398,"about_ca_topic_score_gemma":0.08043522,"domain_scores_codex":[0.9994894,0.00006338071,0.00002831394,0.00006230616,0.0001743965,0.000182076],"domain_scores_gemma":[0.996246,0.0004126846,0.0001877131,0.0002227442,0.0003761277,0.002554687],"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":[0.00007321596,0.00005670834,0.003039677,0.0001445829,0.000004179156,0.0002913965,0.005573032,0.00001982878,0.0007280255,0.007740268,0.7968154,0.1855137],"study_design_scores_gemma":[0.000004339225,0.000007716318,0.002901082,0.00005637505,0.000001924517,0.00006477298,0.005225534,0.000009938989,0.00007080018,0.0004984962,0.9911538,0.000005371315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04240758,0.01950517,0.001787046,0.2517127,0.02089912,0.0001419469,0.00624376,0.002974157,0.6543287],"genre_scores_gemma":[0.163667,0.01251674,0.001687735,0.0170393,0.007723882,0.00009408838,0.002620195,0.001076748,0.7935742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2197424,"threshold_uncertainty_score":0.7351116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404406440698254,"score_gpt":0.3793675522615104,"score_spread":0.3253234878545278,"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."}}