{"id":"W2480042520","doi":"10.1017/ccol0521831040.009","title":"Vygotsky and Culture","year":2007,"lang":"cs","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Human culture; Epistemology; Sociology; Psychology; Philosophy; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007330474,0.0004027197,0.0003787254,0.0002526752,0.001432015,0.0001894659,0.0004613386,0.000574825,0.00007696402],"category_scores_gemma":[0.0001239576,0.000468003,0.0001328721,0.00004329647,0.001368889,0.0003002718,0.0002403738,0.001212966,0.00006552879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272424,"about_ca_system_score_gemma":0.0002717144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889221,"about_ca_topic_score_gemma":0.00004961014,"domain_scores_codex":[0.9979827,0.0002220853,0.0002376648,0.0006284028,0.0004856623,0.0004435003],"domain_scores_gemma":[0.9980067,0.0002456643,0.0005792315,0.0003015524,0.0005713244,0.000295523],"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":[0.00008038686,0.00001838534,0.00005077002,0.00005680292,0.0001338749,0.00008059821,0.00773248,1.971208e-7,0.00001772035,0.9615557,0.02559104,0.004682105],"study_design_scores_gemma":[0.0003562516,0.00005610597,0.0002025133,0.0001368571,0.0001953487,0.000008016658,0.007905101,0.000004568014,0.00004391096,0.000008093117,0.9905635,0.0005197623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007940115,0.000300099,0.0001501909,0.0002979627,0.0009386812,0.0003863021,0.00005258447,0.0001015564,0.9969786],"genre_scores_gemma":[0.009554557,0.0009023056,0.0002584596,0.0003838968,0.0006329233,2.660026e-7,0.00002680381,0.00003174924,0.9882091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9649724,"threshold_uncertainty_score":0.999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.089061321623315,"score_gpt":0.3230042812159998,"score_spread":0.2339429595926848,"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."}}