{"id":"W1572883999","doi":"","title":"Values Reasoning for Critical Thinking: Completing the Process","year":2009,"lang":"en","type":"article","venue":"","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Judgement; Process (computing); Value (mathematics); Thinking processes; Critical thinking; Management science; Epistemology; Subject (documents); Psychology; Computer science; Mathematics education; Engineering","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":[0.08269293,0.002667155,0.001678445,0.004511715,0.01024765,0.02530333,0.00346939,0.006184377,0.01334535],"category_scores_gemma":[0.1236635,0.001651338,0.001907123,0.00300796,0.02449229,0.02501814,0.01216384,0.01594328,0.007418843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008365053,"about_ca_system_score_gemma":0.03513921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005241613,"about_ca_topic_score_gemma":0.003253605,"domain_scores_codex":[0.949793,0.03429757,0.002651431,0.002767175,0.009091316,0.001399382],"domain_scores_gemma":[0.8644809,0.09731006,0.00364057,0.01071095,0.01856737,0.005290118],"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":[0.0001078669,0.0003844136,0.00138025,0.001670715,0.0000390477,0.0004718156,0.06955051,0.002386336,0.003107566,0.552214,0.03116355,0.337524],"study_design_scores_gemma":[0.00006122056,0.0001056617,0.0007209808,0.002268411,0.00002187367,0.00034545,0.01207205,0.003479564,0.001868552,0.7745356,0.2043703,0.0001503316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0129057,0.004930929,0.8500027,0.0547812,0.002301177,0.004283389,0.0001663228,0.001852995,0.06877559],"genre_scores_gemma":[0.06176187,0.002246673,0.9246424,0.001880341,0.0005498636,0.001577122,0.0001533688,0.0003864884,0.006801921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08269293,"threshold_uncertainty_score":0.4373272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050969612547428,"score_gpt":0.4137275508719255,"score_spread":0.3632178547464512,"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."}}