{"id":"W2767560263","doi":"","title":"Does Practice and Knowledge Equal Knowledge and Practice","year":2006,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curriculum; Procedural knowledge; Psychology; Cognition; Conceptual framework; Mathematical practice; Mathematics education; Pedagogy; Domain knowledge; Computer science; Sociology; Knowledge management; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004849818,0.0003942256,0.0003152311,0.0001724779,0.0002866397,0.001463358,0.0002347842,0.000244803,0.0005100974],"category_scores_gemma":[0.002346631,0.0002804265,0.00006812251,0.0004597735,0.0003023224,0.005742976,0.0003772605,0.0006979131,0.004003932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001500467,"about_ca_system_score_gemma":0.000103154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001674285,"about_ca_topic_score_gemma":0.000003781512,"domain_scores_codex":[0.9974819,0.0005504487,0.0004341198,0.0007807821,0.0002012522,0.0005514732],"domain_scores_gemma":[0.9959573,0.003095537,0.0002326852,0.0002533292,0.0001876278,0.0002735537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005241383,0.008780106,0.241283,0.000930785,0.0007649361,0.0007836424,0.004114785,9.021953e-7,0.0003787321,0.1718315,0.05531263,0.5105776],"study_design_scores_gemma":[0.0009876476,0.0002754869,0.01274127,0.00008776256,0.00009597198,0.000245105,0.001301952,0.000005469949,0.0002181399,0.009491749,0.974038,0.0005114568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1907451,0.01122362,0.0003269075,0.003594732,0.000445553,0.0003850477,0.000579839,0.0006113212,0.7920879],"genre_scores_gemma":[0.9748508,0.00008330737,0.0005816126,0.001078177,0.0006171305,0.00005176211,0.0002091113,0.0001024083,0.02242572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9187254,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059631623167272,"score_gpt":0.3097493855742181,"score_spread":0.2891530693425453,"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."}}