{"id":"W3213436835","doi":"10.1525/cse.2021.1536396","title":"Using Case Studies to Improve the Critical Thinking Skills of Undergraduate Conservation Biology Students","year":2021,"lang":"en","type":"article","venue":"Case Studies in the Environment","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Rubric; Critical thinking; Metacognition; Psychological intervention; Mathematics education; Medical education; Psychology; Intervention (counseling); Process (computing); Computer science; Medicine; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002262689,0.0001194013,0.000219999,0.00003218147,0.001154114,0.00003483923,0.0002090131,0.00004336935,0.00001707625],"category_scores_gemma":[0.00264907,0.00007633462,0.00004838023,0.0002013133,0.001227402,0.00004698979,0.0003664598,0.0001501946,0.000008580678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370892,"about_ca_system_score_gemma":0.00007399738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001346377,"about_ca_topic_score_gemma":0.0003402749,"domain_scores_codex":[0.9978603,0.0008842946,0.0003423361,0.0002509995,0.0003856072,0.0002764494],"domain_scores_gemma":[0.9973518,0.00219959,0.00005866792,0.0002509857,0.00009440118,0.00004456101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008714461,0.00072249,0.008558271,0.00009549815,0.0004690439,0.007214213,0.7470856,0.000101098,0.0002272383,0.2318216,0.0007968857,0.002899402],"study_design_scores_gemma":[0.0002842148,0.00006744837,0.0003430042,0.0001227956,0.0001408766,0.0008923799,0.8493355,0.00001172652,0.000416412,0.143414,0.004753797,0.0002178091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518145,0.002100952,0.0004125218,0.04401196,0.001018876,0.0003875259,0.000006119604,0.00001007189,0.0002374571],"genre_scores_gemma":[0.9923117,0.0009939257,0.002539847,0.003840253,0.00009490958,0.00006983725,8.478423e-7,0.000006190652,0.0001425002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022499,"threshold_uncertainty_score":0.8876629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034991727181133,"score_gpt":0.4498355227272606,"score_spread":0.3463363500091473,"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."}}