{"id":"W1998813614","doi":"10.5539/ies.v6n3p213","title":"Fostering Early Numerical Skills at School Start in Children at Risk for Mathematical Achievement Problems: A Small Sample Size Training Study","year":2013,"lang":"en","type":"article","venue":"International Education Studies","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; German; Mathematics education; Training (meteorology); Academic achievement; Sample (material)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007969904,0.0007360047,0.00087996,0.0009689189,0.001320375,0.000467251,0.0005194417,0.0007029417,0.001335121],"category_scores_gemma":[0.001963389,0.0004507102,0.000654313,0.0004731013,0.0008207154,0.0005093473,0.0006121166,0.0007262106,0.0003492744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005070338,"about_ca_system_score_gemma":0.0007078254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009373522,"about_ca_topic_score_gemma":0.008330313,"domain_scores_codex":[0.9993581,0.0001649175,0.00005641533,0.0001218162,0.0001083192,0.0001904345],"domain_scores_gemma":[0.99906,0.0003027231,0.0001344459,0.0001264791,0.0001170043,0.0002594673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01436977,0.05819906,0.8678424,0.000255815,0.0002415462,0.00420507,0.01363842,0.0003927717,0.01567086,0.000206396,0.0004423393,0.02453554],"study_design_scores_gemma":[0.0007955362,0.03670755,0.9528486,0.00002329677,0.0002320549,0.001149616,0.004238486,0.0002499589,0.002955343,0.00005067266,0.0007233395,0.0000256217],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999833,0.00001256454,0.00001850161,0.00000255525,0.000001394897,0.00003316708,0.00001777688,0.000001084393,0.00007992257],"genre_scores_gemma":[0.9992699,0.00005029447,0.0001411926,0.00001241821,0.000004081865,0.00008679074,0.00008439738,0.000001720414,0.0003492272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009373522,"threshold_uncertainty_score":0.0186379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08910426118431768,"score_gpt":0.3672955751335589,"score_spread":0.2781913139492412,"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."}}