{"id":"W3175411814","doi":"","title":"Sociocultural learning approaches : exploring early childhood communities of practice","year":2009,"lang":"en","type":"article","venue":"Early childhood education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Psychology; Early childhood; Developmental psychology; Sociology; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001527838,0.0001807813,0.0002067543,0.0002108825,0.001367493,0.0002924647,0.0003611763,0.0001161307,0.0001703057],"category_scores_gemma":[0.001892686,0.0001888806,0.0000849117,0.0007196341,0.0002045868,0.002888558,0.00002573631,0.0008297734,0.00007513895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286266,"about_ca_system_score_gemma":0.00119986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575446,"about_ca_topic_score_gemma":0.00007008958,"domain_scores_codex":[0.9974065,0.00114613,0.0003708761,0.0002134788,0.0005130445,0.0003499569],"domain_scores_gemma":[0.99806,0.0004693804,0.000625823,0.000237794,0.0004998897,0.0001071523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005701223,0.0007715884,0.007928509,0.000002711931,0.00003572983,8.629505e-8,0.8605932,0.00003844949,0.00001454388,0.02749272,0.0002278578,0.1028889],"study_design_scores_gemma":[0.000113204,0.0001226654,0.623982,0.00004810737,0.00002522326,0.000001207913,0.3531522,5.199855e-7,0.00005624814,0.0003671185,0.02198014,0.0001513705],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081455,0.0002716885,0.00003281517,0.01146677,0.000739969,0.0003040809,8.173358e-7,0.0001399644,0.0788984],"genre_scores_gemma":[0.9943265,0.0001227031,0.002122596,0.0004911355,0.001010386,0.00004553885,0.00003598831,0.00001843295,0.001826732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6160535,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102960409091785,"score_gpt":0.3465782923062182,"score_spread":0.2436178832144332,"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."}}