{"id":"W157564351","doi":"10.1007/978-94-007-7009-6_13","title":"Discovery Science and Authentic Learning","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Discovery learning; Science learning; Mathematics education; Computer science; Epistemology; Sociology; Pedagogy; Engineering ethics; Science education; Psychology; Engineering; Philosophy","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":[0.0007080974,0.0007424321,0.0004452216,0.001120919,0.001748528,0.004054517,0.0009824618,0.001789313,0.02505426],"category_scores_gemma":[0.001513205,0.0002530888,0.0002258473,0.001070063,0.005694948,0.004660747,0.002320374,0.003653354,0.008014469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029245,"about_ca_system_score_gemma":0.002170698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007091329,"about_ca_topic_score_gemma":0.002113305,"domain_scores_codex":[0.9992449,0.0002572002,0.00001810958,0.00008508996,0.0003505601,0.00004412195],"domain_scores_gemma":[0.9994136,0.0003377485,0.00002764738,0.00009165213,0.00007175824,0.00005766745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004459517,0.00002475213,0.00002092695,0.0001098733,0.000001750826,0.00001889659,0.0006027969,0.0001438713,0.00009947482,0.880114,0.0484491,0.07041009],"study_design_scores_gemma":[0.000002728213,0.000007635644,0.00005477217,0.0001596914,0.000001280582,0.00006957119,0.0001969495,0.0001914103,0.0001423747,0.3958011,0.603368,0.000004501285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.000617689,0.01741546,0.01212679,0.002995349,0.001044834,0.00002858716,0.00001824525,0.00006819608,0.9656849],"genre_scores_gemma":[0.02754456,0.01443765,0.005976982,0.0011837,0.001062572,0.00009194922,0.00004861189,0.0001103427,0.9495436],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02505426,"threshold_uncertainty_score":0.0838148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03935683203103035,"score_gpt":0.3530335495704903,"score_spread":0.31367671753946,"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."}}