{"id":"W1560339098","doi":"10.55016/ojs/ajer.v55i1.55274","title":"Age and Task-Related Effects on Young Children’s Understanding of a Complex Picture Story","year":2009,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Children's Health Foundation","keywords":"Psychology; Developmental psychology; Task (project management)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"venue_new","weight":2684.24666666667,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Developmental study of children's story comprehension; educational psychology, not a study of educational research."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The study examines children's narrative development and story comprehension."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Developmental study of children's story understanding; educational psychology, not metaresearch."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002550314,0.000491672,0.0004561783,0.0007630366,0.0001794641,0.0009351898,0.0003380603,0.0004303531,0.001924695],"category_scores_gemma":[0.0249288,0.0003169224,0.0003798729,0.0003096702,0.0004000324,0.001105316,0.0007225537,0.0005445394,0.0003757995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135212,"about_ca_system_score_gemma":0.0002021998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125813,"about_ca_topic_score_gemma":0.001568886,"domain_scores_codex":[0.9989448,0.0002115004,0.0002167143,0.0002547712,0.0002598063,0.0001123223],"domain_scores_gemma":[0.9751094,0.01658455,0.004565527,0.001589604,0.001336726,0.000814121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01461471,0.002377603,0.6823484,0.0007064487,0.0003762897,0.003023419,0.02721428,0.001280054,0.1772601,0.0004126357,0.0008213446,0.08956476],"study_design_scores_gemma":[0.00005630363,0.002086242,0.9858667,0.00003677224,0.000111668,0.0008361429,0.001705134,0.0003258783,0.007941604,0.000244716,0.0007537871,0.00003499741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99874,0.0002494362,0.0001291676,0.00001050298,0.000006308914,0.00001279338,0.0000995463,0.000008116209,0.0007441009],"genre_scores_gemma":[0.9980806,0.0003371292,0.0005597803,0.00002119349,0.000008228432,0.00004991865,0.0002982868,0.00001651246,0.0006283811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002550314,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09812206959269906,"score_gpt":0.4053151321004729,"score_spread":0.3071930625077739,"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."}}