{"id":"W2124870483","doi":"10.1002/chi.788","title":"Acceptance and community building in schools through increased dialogue and discussion","year":2004,"lang":"en","type":"article","venue":"Children & Society","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Atmosphere (unit); Identity (music); Pedagogy; Psychology; Sociology; Mathematics education; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.000779286,0.0001033097,0.0001330778,0.00001575627,0.001220242,0.0001260409,0.000150764,0.0001018616,0.00001654083],"category_scores_gemma":[0.0001874304,0.00008119082,0.00004109734,0.000247676,0.0002421497,0.0003852363,0.0001012936,0.0004796666,0.000003650914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725376,"about_ca_system_score_gemma":0.0003019819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335836,"about_ca_topic_score_gemma":0.002410355,"domain_scores_codex":[0.9990445,0.0002217536,0.0001512492,0.0001778196,0.0001690979,0.0002356175],"domain_scores_gemma":[0.9995915,0.00007258546,0.00005412461,0.0001348325,0.00002432297,0.0001226839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002632284,0.0001102088,0.7340363,0.000005534954,0.00001407953,1.77157e-7,0.2596151,0.000003019493,0.00004898371,0.003344798,0.0005911267,0.002228107],"study_design_scores_gemma":[0.000615561,0.00001084653,0.9580903,0.00006393379,0.000004555361,0.000001107062,0.02833213,4.092324e-7,0.00006251858,0.01228157,0.0004019229,0.000135112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935879,0.0003813422,0.0001069712,0.004907021,0.00007433986,0.0002508547,0.000004977438,0.00005059315,0.0006360027],"genre_scores_gemma":[0.9919715,0.001114857,0.00573691,0.001011242,0.0001072575,0.000009448617,0.00001543692,0.000007655141,0.00002569038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312829,"threshold_uncertainty_score":0.9932118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854059860107364,"score_gpt":0.3027232836525448,"score_spread":0.2841826850514711,"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."}}