{"id":"W1030892664","doi":"","title":"Looking Back, Looking Forward – How EdMedia has been shaping my teaching practice","year":2014,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Sociology; Mathematics education; History; Public relations; Aesthetics; Political science; Psychology; Art","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":[0.01252219,0.0003766154,0.0003632168,0.001515643,0.01409874,0.02779956,0.001651408,0.00537502,0.02073888],"category_scores_gemma":[0.02818432,0.0004340962,0.0004622079,0.001605314,0.02597474,0.01716123,0.009510004,0.01427215,0.005506043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008346633,"about_ca_system_score_gemma":0.007888341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008869695,"about_ca_topic_score_gemma":0.01680229,"domain_scores_codex":[0.9878522,0.006956694,0.0003432703,0.001306845,0.00225772,0.001283198],"domain_scores_gemma":[0.9774992,0.009961675,0.001254732,0.001559616,0.00417152,0.005553185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009688111,0.0001909599,0.007299634,0.0003689936,0.00003011685,0.0006497332,0.4285419,0.0001757774,0.001607146,0.2781301,0.1456257,0.1372832],"study_design_scores_gemma":[0.00001605369,0.00003601915,0.001738224,0.0006641848,0.0000102942,0.00033958,0.2267759,0.00008433225,0.0006819883,0.02397914,0.7456164,0.00005787735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09529147,0.01507908,0.01038063,0.6328185,0.01035898,0.00004607906,0.0001826795,0.0002564032,0.2355862],"genre_scores_gemma":[0.6946044,0.006911485,0.005654072,0.1118306,0.002434625,0.00008211599,0.0001200132,0.0007939778,0.1775687],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02779956,"threshold_uncertainty_score":0.06937844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977553789356692,"score_gpt":0.2721895146436902,"score_spread":0.2224139767501233,"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."}}