{"id":"W2266075094","doi":"10.29173/mruer316","title":"Integrating digital technology with inquiry based learning","year":2015,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital learning; Mathematics education; Order (exchange); Educational technology; Inquiry-based learning; Pedagogy; Active learning (machine learning); Computer science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487788,0.0001814909,0.0002917291,0.0001899862,0.0004025117,0.0001671961,0.0002947284,0.00008636538,0.00004897669],"category_scores_gemma":[0.004364557,0.0001471692,0.0000460769,0.001350483,0.0003408319,0.0002479064,0.00003672083,0.0005009796,0.0001096609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007077152,"about_ca_system_score_gemma":0.002323199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004636655,"about_ca_topic_score_gemma":0.00009993175,"domain_scores_codex":[0.9979089,0.0006856961,0.0003356283,0.0003123558,0.0004423081,0.0003151079],"domain_scores_gemma":[0.9984706,0.000149177,0.000300584,0.0002390937,0.0007054583,0.0001350782],"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":[0.00001312718,0.0003094868,0.02994777,0.0005032381,0.00003874454,0.000003471255,0.004208906,0.0001162449,0.00001204886,0.5692726,0.02576693,0.3698075],"study_design_scores_gemma":[0.0001794777,0.0001212944,0.0002155948,0.00224142,0.00003645419,0.000003517537,0.007525927,0.00008386996,0.0000163449,0.01149336,0.9777679,0.0003147811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05382049,0.03784152,0.2805123,0.258344,0.003889847,0.003554819,0.000004391422,0.00211397,0.3599186],"genre_scores_gemma":[0.9058239,0.0004876755,0.08071145,0.002853591,0.0004882735,0.0002390736,0.000072867,0.00005487757,0.009268267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.952001,"threshold_uncertainty_score":0.6001387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05830992584986581,"score_gpt":0.3969445817192925,"score_spread":0.3386346558694266,"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."}}