{"id":"W2232054398","doi":"10.29173/mruer114","title":"Technology as a resource: Increasing engagement in learning and developing 21st century skills","year":2014,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Variety (cybernetics); Student engagement; Theme (computing); 21st century skills; Resource (disambiguation); Information technology; Psychology; Pedagogy; Mathematics education; Knowledge management; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004382405,0.0002298871,0.0004190708,0.001513701,0.0007456043,0.003221049,0.0007237752,0.001479383,0.002910191],"category_scores_gemma":[0.008254108,0.0001395434,0.000383436,0.001358693,0.001705677,0.003786844,0.003010189,0.0009628279,0.0003941747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143696,"about_ca_system_score_gemma":0.003692546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485512,"about_ca_topic_score_gemma":0.003881576,"domain_scores_codex":[0.9948289,0.003397802,0.0003251848,0.0002301026,0.0009222892,0.0002957198],"domain_scores_gemma":[0.9930796,0.005503083,0.000567344,0.0001179053,0.0004446549,0.0002874916],"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":[0.00009406713,0.0003321952,0.006452931,0.01996015,0.0001443836,0.0009761935,0.02267567,0.0002369069,0.002525044,0.0599962,0.008823422,0.8777828],"study_design_scores_gemma":[0.00007323569,0.001185466,0.0359924,0.03546351,0.0002994887,0.003193497,0.0366324,0.0002223104,0.003326082,0.01396519,0.8695869,0.00005967771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1001885,0.7421564,0.004906062,0.01838855,0.001433005,0.0002616696,0.00003317229,0.00004123487,0.1325914],"genre_scores_gemma":[0.4382175,0.5420115,0.006437846,0.00309126,0.0005019344,0.0002578091,0.0000334413,0.00002135028,0.009427467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004382405,"threshold_uncertainty_score":0.02317661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229032608173744,"score_gpt":0.3344949262252196,"score_spread":0.3222046001434822,"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."}}