{"id":"W2923899633","doi":"","title":"Nature Exploration Activities through Stroll's Influence on 1-year-old Infants’ Vocabulary Ability, Communication Ability, Social & Emotional Ability","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vocabulary; Psychology; Developmental psychology; Cognitive psychology; Communication; Linguistics; Philosophy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002836713,0.0002859193,0.0003077898,0.000136547,0.003098212,0.0003596997,0.0007259962,0.0003556692,0.0001259263],"category_scores_gemma":[0.00240037,0.0002966018,0.0001551819,0.0007432899,0.001171341,0.002995519,0.0001119388,0.0007208423,0.00006474354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000526485,"about_ca_system_score_gemma":0.001473983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003327535,"about_ca_topic_score_gemma":0.001842343,"domain_scores_codex":[0.9958465,0.001348933,0.0005378458,0.0006874027,0.001095207,0.0004841911],"domain_scores_gemma":[0.9973515,0.0007434629,0.0003560784,0.0007911439,0.0006190709,0.0001387247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003488283,0.001863334,0.2681923,0.00003077527,0.00004259638,3.195957e-8,0.51278,0.00008873313,0.000201228,0.1950383,0.002873732,0.01885418],"study_design_scores_gemma":[0.0002007626,0.00008053621,0.8703853,0.000051486,0.00001835501,2.988149e-7,0.02728156,0.000002332343,0.000069703,0.09838047,0.003264705,0.0002644583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519443,0.0001118463,0.0001015065,0.02414276,0.001367681,0.0007813091,0.00001813138,0.0001691768,0.02136332],"genre_scores_gemma":[0.9958531,0.0001904723,0.0008295033,0.001030179,0.001575028,0.0001752613,0.00009869119,0.00002031227,0.0002274181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6021931,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823842040003381,"score_gpt":0.3205450687924258,"score_spread":0.302306648392392,"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."}}