{"id":"W2804672717","doi":"10.11575/ajer.v64i1.56439","title":"Examining the Efficacy of Inquiry-based Approaches to Education","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Affordance; Pedagogy; Opposition (politics); Mathematics education; Value (mathematics); Psychology; Context (archaeology); Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05983266,0.0002824161,0.0003486795,0.002228377,0.001951252,0.004255716,0.001269193,0.001127823,0.001703934],"category_scores_gemma":[0.2017718,0.0003155816,0.0004170406,0.0009883981,0.006148599,0.002570098,0.003205603,0.002298243,0.00029571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004165544,"about_ca_system_score_gemma":0.006517186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009420088,"about_ca_topic_score_gemma":0.007908043,"domain_scores_codex":[0.956161,0.030817,0.001620854,0.001608724,0.008262361,0.001530085],"domain_scores_gemma":[0.732273,0.2200235,0.01798039,0.01041009,0.0155042,0.003808809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009621267,0.005668476,0.4512786,0.0008230408,0.0003844455,0.0002621835,0.262987,0.00199878,0.002253674,0.05086038,0.002198976,0.2203223],"study_design_scores_gemma":[0.0006480188,0.005151112,0.5951432,0.003008848,0.0004830782,0.00039826,0.3128132,0.006944213,0.006761436,0.02796293,0.04050353,0.0001821561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514716,0.0004024292,0.001361454,0.002358809,0.00003846551,0.000286877,0.00002769193,0.00001232909,0.04404047],"genre_scores_gemma":[0.9978998,0.0002411655,0.0007778694,0.0001317648,0.00000904107,0.0001297618,0.00001504436,0.000004970031,0.0007905611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05983266,"threshold_uncertainty_score":0.3164291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663246792550231,"score_gpt":0.3106457075714777,"score_spread":0.1443210283164547,"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."}}