{"id":"W2227494575","doi":"","title":"Fostering Critical Thinking and Student Participation in Biological Sciences","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Memorization; Critical thinking; Class (philosophy); Mathematics education; Power point; Psychology; Pedagogy; Computer science","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":[0.01311898,0.0006592639,0.0004437598,0.00177561,0.003944352,0.006859956,0.001256155,0.001548645,0.004988519],"category_scores_gemma":[0.03920333,0.000408968,0.0004996629,0.0004890838,0.005221575,0.002525711,0.01036489,0.003002587,0.0009994493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700342,"about_ca_system_score_gemma":0.006248918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250799,"about_ca_topic_score_gemma":0.0007037334,"domain_scores_codex":[0.9856986,0.01034551,0.0002652419,0.0007669511,0.001891449,0.001032174],"domain_scores_gemma":[0.9479791,0.02763631,0.006545114,0.002737331,0.003468156,0.01163396],"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":[0.0004302842,0.008961929,0.03067657,0.001208232,0.0001324706,0.001320041,0.3156705,0.0007795912,0.02734441,0.06026957,0.03223252,0.5209738],"study_design_scores_gemma":[0.0008284304,0.004236604,0.07264918,0.0033439,0.0002794802,0.003859416,0.165323,0.005505408,0.03751673,0.2630191,0.4431105,0.0003281902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296133,0.001470571,0.05107315,0.02766331,0.000631264,0.001073849,0.00002690661,0.0006062519,0.08784132],"genre_scores_gemma":[0.954201,0.0006924407,0.03342446,0.001886091,0.0001723552,0.0008371644,0.00003152021,0.00008097177,0.008674065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01311898,"threshold_uncertainty_score":0.06938064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3891417298966598,"score_gpt":0.454841984423404,"score_spread":0.06570025452674422,"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."}}