{"id":"W2189445936","doi":"10.36510/learnland.v4i2.390","title":"Inquiry Revisited: The Role of Puzzlement in Today’s Classroom","year":2011,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Value (mathematics); Mathematics education; Natural (archaeology); Pedagogy; Psychology; Sociology; Epistemology; Computer science; History; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004920888,0.0005751572,0.000884753,0.002018904,0.004279917,0.0166464,0.002829162,0.004445409,0.006597393],"category_scores_gemma":[0.01908279,0.0005570578,0.0006613939,0.001448853,0.03265437,0.02180353,0.01065827,0.007476178,0.0008944256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002653816,"about_ca_system_score_gemma":0.003812373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00437493,"about_ca_topic_score_gemma":0.004244311,"domain_scores_codex":[0.9941573,0.003763878,0.0001328787,0.0007787892,0.0008168185,0.0003504145],"domain_scores_gemma":[0.9889914,0.007457979,0.0009233101,0.001031631,0.0007102404,0.0008854145],"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":[0.00009195322,0.00008294638,0.002946295,0.0002914327,0.00001651079,0.0005773142,0.2042065,0.0005908166,0.001094837,0.7155659,0.006128555,0.06840696],"study_design_scores_gemma":[0.00006719413,0.0001628357,0.006341744,0.0009035515,0.00003418547,0.001269044,0.1223296,0.002879463,0.0009485732,0.5901631,0.2748082,0.00009249403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3329825,0.03318798,0.06964538,0.1520323,0.001473657,0.00009580029,0.0001314419,0.0005857575,0.4098651],"genre_scores_gemma":[0.9687845,0.004501544,0.009723567,0.002543758,0.0003131079,0.0001093144,0.00003694159,0.0001901662,0.01379717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0166464,"threshold_uncertainty_score":0.02602446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204389891221594,"score_gpt":0.3020250927672899,"score_spread":0.269981193855074,"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."}}