{"id":"W2083404005","doi":"10.1016/s0010-9452(08)70504-5","title":"Typical and Atypical Development of Visual Estimation Abilities","year":2007,"lang":"en","type":"article","venue":"Cortex","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Fogarty International Center","keywords":"Psychology; Estimation; Typically developing; Developmental psychology; Cognition; Developmental age; Trajectory; Child development; Cognitive development; Developmental disorder; Cognitive psychology; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006658993,0.0006224434,0.000460753,0.002515126,0.0002558795,0.0008065489,0.0006092719,0.00062424,0.005664585],"category_scores_gemma":[0.005334198,0.0002809833,0.000302922,0.0006692347,0.001228809,0.0009744411,0.00117057,0.0006135348,0.000381091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677738,"about_ca_system_score_gemma":0.0006222985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540203,"about_ca_topic_score_gemma":0.001204543,"domain_scores_codex":[0.9991853,0.00007940152,0.0001383239,0.0002247015,0.0002249222,0.0001474198],"domain_scores_gemma":[0.9961325,0.001261171,0.001215645,0.0004853315,0.0004054947,0.0004999001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003618915,0.0003676342,0.4746299,0.0004929454,0.0002538831,0.0226683,0.001878057,0.002560074,0.3890325,0.007628982,0.001928943,0.09493993],"study_design_scores_gemma":[0.00005730485,0.0002882042,0.9014487,0.00005194981,0.00008709244,0.05482445,0.0008298876,0.001775422,0.03232319,0.00676315,0.001505575,0.00004523811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952224,0.0003122244,0.00100015,0.0001375236,0.00001326876,0.00000951894,0.0006543171,0.00009032534,0.002560394],"genre_scores_gemma":[0.9979116,0.0001326291,0.0009810088,0.0000375002,0.000009242837,0.00001400254,0.0002337626,0.00003267082,0.0006474698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005664585,"threshold_uncertainty_score":0.01894993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778125026544605,"score_gpt":0.3326665111380632,"score_spread":0.3048852608726172,"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."}}