{"id":"W1910974443","doi":"10.29173/mruer111","title":"Inquiry based learning and technology, negative or positive?","year":2014,"lang":"en","type":"article","venue":"Mount Royal Undergraduate Education Review","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Inquiry-based learning; Mathematics education; Technology integration; Psychology; Pedagogy; Educational technology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002190803,0.0002518208,0.0004083787,0.0002580459,0.0003227812,0.000043377,0.0001554002,0.0001345805,0.000645376],"category_scores_gemma":[0.002158652,0.0002018971,0.00005096196,0.0007928021,0.0002322145,0.00004645512,0.00004058751,0.0007774712,0.0002464597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199923,"about_ca_system_score_gemma":0.0001898556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001279988,"about_ca_topic_score_gemma":0.000004927684,"domain_scores_codex":[0.9964586,0.002215191,0.0003865687,0.0004944653,0.0001470436,0.000298107],"domain_scores_gemma":[0.9984363,0.0005853643,0.0003189429,0.0003011715,0.0002785019,0.00007968586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005684617,0.0004150617,0.01226092,0.001046551,0.0001176711,0.000003307431,0.001284671,0.00001609832,0.00009761994,0.1278948,0.0402456,0.8165609],"study_design_scores_gemma":[0.0005872499,0.0004673416,0.0242332,0.003232834,0.0001368521,0.00003292549,0.0007771722,0.0002422228,0.00005421683,0.004130771,0.9656001,0.000505076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1510769,0.1255587,0.2221644,0.3084518,0.009669772,0.004938427,0.00001169418,0.002497797,0.1756306],"genre_scores_gemma":[0.917294,0.001602247,0.02705876,0.009018295,0.0004909086,0.0004242108,0.00008816485,0.00009491889,0.04392852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9253545,"threshold_uncertainty_score":0.8233123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967179058072332,"score_gpt":0.3944868124205532,"score_spread":0.3648150218398298,"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."}}