{"id":"W1500472958","doi":"10.37119/ojs2009.v15i2.56","title":"Instructional Mash-Up: Promoting Reflective Skill Development in a Virtual Environment","year":2013,"lang":"en","type":"article","venue":"in education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Mathematics education; Pedagogy; Computer science; Psychology; Multimedia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099433,0.0003023441,0.0001533526,0.0005356248,0.0006348196,0.0012931,0.0008105711,0.0003602226,0.003111914],"category_scores_gemma":[0.004421255,0.000126502,0.0002173794,0.0002518911,0.0005727212,0.001189488,0.002536132,0.0006801971,0.0007274922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132485,"about_ca_system_score_gemma":0.000468269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031826,"about_ca_topic_score_gemma":0.0003618682,"domain_scores_codex":[0.9994191,0.0002951549,0.00002274782,0.00008475343,0.000113346,0.0000649407],"domain_scores_gemma":[0.9977483,0.001222413,0.0001838061,0.0003444323,0.00009806508,0.000403035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003179503,0.004687344,0.01312158,0.0006244591,0.00003307878,0.000521876,0.02423232,0.001373437,0.04337301,0.005376576,0.007478374,0.8988599],"study_design_scores_gemma":[0.001235946,0.01828272,0.1904788,0.00201003,0.000555324,0.005858327,0.05909864,0.04531731,0.1827029,0.05786941,0.4361398,0.0004508483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551672,0.0003544362,0.1060127,0.0008730142,0.0001632698,0.0006094645,0.00007761488,0.002342769,0.03439957],"genre_scores_gemma":[0.894838,0.0002123987,0.09827881,0.0001788185,0.00004620221,0.0003195332,0.00006153774,0.00009248962,0.005972192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003111914,"threshold_uncertainty_score":0.01041043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271577656945439,"score_gpt":0.311784523868793,"score_spread":0.2990687472993386,"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."}}