{"id":"W3148485962","doi":"10.82308/525","title":"Literacy instruction in a constructivist elementary classroom : a qualitative inquiry","year":2007,"lang":"en","type":"article","venue":"Open MIND","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Qualitative research; Literacy; Constructivist teaching methods; Psychology; Teaching method; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03052409,0.0006673281,0.00113197,0.003057123,0.01006623,0.007739162,0.002589523,0.002135018,0.002237768],"category_scores_gemma":[0.0218681,0.0009279037,0.0006148709,0.003124232,0.01424592,0.004445374,0.005968165,0.003653476,0.0004543241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009191157,"about_ca_system_score_gemma":0.009028492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008501208,"about_ca_topic_score_gemma":0.01299709,"domain_scores_codex":[0.9784665,0.01686567,0.0005801914,0.0008368088,0.001563541,0.001687289],"domain_scores_gemma":[0.9752814,0.02000641,0.0008885958,0.0007864505,0.002059949,0.0009772136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002319677,0.00009147224,0.0008775919,0.000182207,0.000003167173,0.0003217953,0.98834,0.0001103808,0.0007454464,0.004554617,0.0004150053,0.004335062],"study_design_scores_gemma":[0.00001562997,0.0000867062,0.0008599532,0.0004744063,0.000006352015,0.0002519989,0.9741756,0.000347863,0.0007387176,0.002560307,0.02046572,0.00001678312],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158741,0.001537837,0.04215756,0.00904133,0.0001918159,0.004140165,0.0007492771,0.0001207403,0.02618722],"genre_scores_gemma":[0.962909,0.001745983,0.01954003,0.001847575,0.00003148568,0.004154323,0.0002550996,0.00009190226,0.009424685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03052409,"threshold_uncertainty_score":0.1614287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180464583788576,"score_gpt":0.5070031189308789,"score_spread":0.3889566605520213,"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."}}