{"id":"W7071059528","doi":"","title":"The Relationship between Childrenâs, Adolescentsâ, and Adultsâ Epistemological Development and Their Evaluation of Different Teaching Methods","year":2009,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Value judgment; Teaching method; Development (topology); Predictive value; Evaluation methods; Truth value; Development theory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159657,0.0002530393,0.0003541115,0.0000272005,0.0004577045,0.00003014256,0.0001777817,0.00009500221,0.000007408484],"category_scores_gemma":[0.00005029979,0.000170587,0.00002741477,0.00003458457,0.00009731701,0.00007836521,0.00004963166,0.0003346118,1.229971e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001500363,"about_ca_system_score_gemma":0.0008282267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079085,"about_ca_topic_score_gemma":0.01291046,"domain_scores_codex":[0.9974847,0.0006633904,0.0005030473,0.0003032997,0.0008255794,0.0002199735],"domain_scores_gemma":[0.997289,0.001991675,0.000422426,0.0001761346,0.000002759383,0.0001180132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003787285,0.00005291079,0.5566483,0.000287154,0.0002467565,0.000001781993,0.00179863,0.000002710319,0.0001250838,0.1594442,0.0002395779,0.2807741],"study_design_scores_gemma":[0.0002370078,0.00005751768,0.9728064,0.0002308507,0.00006117574,0.00000347803,0.01582884,0.0000208787,0.001000269,0.008828734,0.0007542531,0.0001706134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409252,0.003446111,0.00002155615,0.001104977,0.0002591744,0.0003280707,0.00005375184,0.000005725448,0.05385546],"genre_scores_gemma":[0.9959608,0.0001173666,0.0007919118,0.00007519848,0.00005844082,0.00002512545,0.0001420542,0.0000135254,0.002815626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4161581,"threshold_uncertainty_score":0.7204341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174737524416824,"score_gpt":0.2865577285452763,"score_spread":0.2548103533011081,"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."}}