{"id":"W3096218276","doi":"","title":"Change in Preschool Children’s Problem Solving Abilities and Teachers’ Mediation Quantity in Activities Differentiated by Arithmetic Abilities and Mathematical Learning Potential","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mediation; Psychology; Arithmetic; Mathematics education; Developmental psychology; Mathematics; Sociology","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":[0.0010493,0.0002899125,0.0003009504,0.0009056014,0.0003837918,0.001092716,0.0004362028,0.0005107521,0.003027677],"category_scores_gemma":[0.007114995,0.0003582962,0.0003992844,0.0006228051,0.000594551,0.000851598,0.0008689375,0.0009952423,0.0002998781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009101445,"about_ca_system_score_gemma":0.0007208696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01910113,"about_ca_topic_score_gemma":0.01866437,"domain_scores_codex":[0.9994436,0.00009102431,0.00005577481,0.0001547145,0.0001175505,0.0001373085],"domain_scores_gemma":[0.9961217,0.001853967,0.0009453218,0.0003366951,0.0004303895,0.0003119872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001659993,0.001486646,0.9201628,0.0001350895,0.0001820475,0.0004747069,0.01561587,0.0008213483,0.02245197,0.001023753,0.0004022947,0.03558356],"study_design_scores_gemma":[0.00001177089,0.0001053825,0.9961732,0.000006421207,0.00002198952,0.0000557216,0.001433015,0.0001605819,0.001604291,0.0001405501,0.0002812786,0.000005730989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989964,0.00007293822,0.00005584319,0.00001967127,0.000001666888,0.000003959122,0.00005865223,0.000007493458,0.0007833419],"genre_scores_gemma":[0.9986283,0.00006555962,0.0001575389,0.000007598462,9.717594e-7,0.0000166526,0.0001457931,0.000004493301,0.000973254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01910113,"threshold_uncertainty_score":0.0379799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227538382254353,"score_gpt":0.2687007779203418,"score_spread":0.2564253940977983,"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."}}