{"id":"W4320400465","doi":"10.53841/bpsadm.2015.7.3.7","title":"Assessment of child development across cultures","year":2015,"lang":"en","type":"article","venue":"Assessment and Development Matters","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Geography","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":[0.001746432,0.0002584794,0.0003251442,0.0001326077,0.0008169431,0.000200439,0.0002974884,0.0001089937,0.0001615758],"category_scores_gemma":[0.00002970179,0.0002387257,0.00003927541,0.0002775922,0.0002176741,0.0003284362,0.0001843419,0.0001864079,0.00003786997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366232,"about_ca_system_score_gemma":0.003872832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572517,"about_ca_topic_score_gemma":0.0003430333,"domain_scores_codex":[0.9972021,0.0001416143,0.0006287342,0.000406125,0.001056284,0.0005651279],"domain_scores_gemma":[0.9987741,0.00006525534,0.0002539963,0.0001861718,0.0002483559,0.0004720819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001345136,0.0004720699,0.7226717,0.0000931437,0.0002771121,0.00000721998,0.1885217,0.00002618413,0.00003401737,0.01320654,0.03623977,0.0384371],"study_design_scores_gemma":[0.0005669009,0.00001828197,0.5712451,0.00007483571,0.000005872825,0.000002046401,0.02285759,0.000002495575,0.0001850525,0.00008721246,0.4046572,0.000297443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447821,0.0003261752,0.004447149,0.02156226,0.001739329,0.001139521,0.000006716235,0.0002818003,0.1257149],"genre_scores_gemma":[0.9081168,0.00007867013,0.08666564,0.003241932,0.0000985419,0.00007461587,0.00006085675,0.00002186458,0.001641058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684174,"threshold_uncertainty_score":0.973495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323903704630559,"score_gpt":0.3882292987304678,"score_spread":0.3549902616841622,"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."}}