{"id":"W606172182","doi":"","title":"Psychology in human and social development : lessons from diverse cultures : a festschrift for Durganand Sinha","year":2003,"lang":"en","type":"book","venue":"SAGE Publications eBooks","topic":"Community Health and Development","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Human development (humanity); Sociology; Disadvantaged; Empowerment; China; Psychology; Social science; Gender studies; Political science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008630015,0.0003989804,0.0006265771,0.0005650081,0.003882132,0.00004456401,0.000430676,0.00100933,0.0004409787],"category_scores_gemma":[0.0001448091,0.0004119713,0.00007924306,0.00008868358,0.0001793446,0.00006528934,0.0003141865,0.001536895,0.00005926038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005711792,"about_ca_system_score_gemma":0.005166421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002597717,"about_ca_topic_score_gemma":0.01368752,"domain_scores_codex":[0.9968395,0.0004365713,0.001088726,0.0006295196,0.0002284078,0.0007772805],"domain_scores_gemma":[0.9977554,0.0005758401,0.0005380934,0.000587259,0.000286374,0.0002570252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006627362,0.0002419672,0.00272444,0.0008389876,0.0001855951,0.000003831839,0.06666199,4.757794e-8,0.00004435634,0.1373079,0.7214797,0.07044492],"study_design_scores_gemma":[0.001765162,0.00002072129,0.02293595,0.0002402984,0.00003369104,9.721265e-7,0.001435875,4.024417e-7,0.000002262793,0.01953092,0.9536486,0.0003851993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003536736,0.0008551826,0.0006754301,0.01439548,0.0006043264,0.005954497,0.0007842317,0.000241482,0.9729527],"genre_scores_gemma":[0.003210016,0.0000874062,0.005223981,0.008527752,0.0003311427,0.004440088,0.003571182,0.0001026999,0.9745057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2321689,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153584161397056,"score_gpt":0.4843929199835822,"score_spread":0.3308087585865262,"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."}}