{"id":"W2599986167","doi":"10.7202/1073254ar","title":"Should We Teach Students to Resist?","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Divinity College","funders":"","keywords":"Resist; Mathematics education; Psychology; Computer science; Materials science; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004959533,0.0004000804,0.0003905327,0.0008793629,0.005344082,0.00895361,0.001235766,0.003947261,0.009310189],"category_scores_gemma":[0.01894258,0.0001718527,0.0002712573,0.0005721205,0.01412686,0.006131568,0.003660469,0.00970965,0.00231745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203063,"about_ca_system_score_gemma":0.01214056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063877,"about_ca_topic_score_gemma":0.007080316,"domain_scores_codex":[0.9968072,0.001421117,0.00007031428,0.0002553754,0.0007260315,0.0007199358],"domain_scores_gemma":[0.9893309,0.00307804,0.0009939737,0.0004798633,0.001570813,0.004546453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008165742,0.0008350046,0.01323776,0.000360024,0.00003939664,0.0004234694,0.07446473,0.00009684417,0.0007735392,0.5345796,0.2042338,0.1708741],"study_design_scores_gemma":[0.00009449301,0.0002254187,0.006524387,0.001117891,0.00004734566,0.0007732101,0.13667,0.0002140339,0.0009341551,0.3557072,0.4976442,0.00004764293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05497409,0.006707225,0.002553902,0.8245749,0.008144299,0.00003651617,0.00002444319,0.00008160025,0.102903],"genre_scores_gemma":[0.8044379,0.00593668,0.002717273,0.1237781,0.002574157,0.0001131342,0.00003784434,0.00007762771,0.06032731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009310189,"threshold_uncertainty_score":0.03114569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279897975406337,"score_gpt":0.4224720307127309,"score_spread":0.2944822331720972,"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."}}