{"id":"W2556616545","doi":"10.55016/ojs/ajer.v56i1.55387","title":"Pedagogical Documentation as Research in Early Mathematics","year":2010,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Documentation; Mathematics education; Educational research; Psychology; Pedagogy; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.06866043,0.0004765402,0.001102964,0.00971208,0.006751775,0.02020778,0.001835009,0.003164677,0.003675644],"category_scores_gemma":[0.09067682,0.000571083,0.0003327546,0.01172076,0.0453065,0.01894749,0.008851847,0.004261495,0.0003977965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01620922,"about_ca_system_score_gemma":0.01735434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007387641,"about_ca_topic_score_gemma":0.007367523,"domain_scores_codex":[0.9146283,0.07628665,0.002340567,0.001760238,0.003909017,0.00107517],"domain_scores_gemma":[0.7453271,0.2213046,0.008922285,0.01158072,0.008437253,0.004427985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006190103,0.0001867186,0.003266254,0.0008661797,0.00001169888,0.000308416,0.2839497,0.0001611263,0.0003415844,0.6349802,0.001778099,0.07408816],"study_design_scores_gemma":[0.0001647186,0.0004326497,0.01048321,0.007399589,0.00005190145,0.001273321,0.3150668,0.0009313631,0.002129073,0.3620947,0.2998831,0.00008951814],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2690535,0.1595507,0.0435245,0.05600248,0.001600431,0.0006427011,0.0002017052,0.0002610067,0.4691629],"genre_scores_gemma":[0.9516522,0.01816267,0.01739695,0.00131059,0.0002613518,0.0004574124,0.00005072491,0.00007578771,0.01063225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06866043,"threshold_uncertainty_score":0.3631154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3703946023498291,"score_gpt":0.6127553423335729,"score_spread":0.2423607399837438,"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."}}