{"id":"W186634891","doi":"10.20429/ijsotl.2011.050110","title":"Inquiry Learning: Level, Discipline, Class Size, What Matters?","year":2011,"lang":"en","type":"article","venue":"International Journal for the Scholarship of Teaching and Learning","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Class (philosophy); Mathematics education; Sociology; Pedagogy; Variation (astronomy); Science learning; Class size; Psychology; Science education; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02613409,0.0003896692,0.001281129,0.001409627,0.001425696,0.004138545,0.002364779,0.001346925,0.0099402],"category_scores_gemma":[0.1203644,0.0002656851,0.001257994,0.002035469,0.00233404,0.003888392,0.002364849,0.001875722,0.001123422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002091116,"about_ca_system_score_gemma":0.002503356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284801,"about_ca_topic_score_gemma":0.003707311,"domain_scores_codex":[0.980787,0.009961542,0.00122075,0.001919663,0.005190743,0.0009202316],"domain_scores_gemma":[0.8370665,0.1183076,0.02485831,0.004089911,0.00585125,0.00982638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001510358,0.0008187467,0.8731155,0.0004686884,0.0009177835,0.0002260589,0.003944154,0.0001886048,0.001034415,0.001215611,0.005282875,0.1112772],"study_design_scores_gemma":[0.0001389339,0.001426359,0.9844933,0.0005344978,0.0003108162,0.000177346,0.005045673,0.0007047647,0.0005133968,0.002519157,0.004083781,0.00005190428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549295,0.005967742,0.005133728,0.01420778,0.0005329644,0.0004448614,0.0006280706,0.0001601461,0.01799518],"genre_scores_gemma":[0.9945378,0.0003563339,0.001858482,0.0009254091,0.0002495527,0.0002258668,0.0001688554,0.00007960619,0.001598025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02613409,"threshold_uncertainty_score":0.1382119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407978557775433,"score_gpt":0.4117537146220378,"score_spread":0.2709558588444946,"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."}}