{"id":"W2063911596","doi":"10.1177/1476718x13510914","title":"Gesturing about number sense","year":2014,"lang":"en","type":"article","venue":"Journal of Early Childhood Research","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Gesture; Session (web analytics); Cardinality (data modeling); Toddler; Psychology; Developmental psychology; Communication; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004140799,0.0001499793,0.0003864428,0.0002222643,0.0001959067,0.0001452704,0.0002983033,0.00009289737,0.0004909646],"category_scores_gemma":[0.005159508,0.0001072266,0.0001824862,0.0003163774,0.0001197042,0.0002369195,0.0001952347,0.0009846953,0.000520182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006714219,"about_ca_system_score_gemma":0.0001260466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006771773,"about_ca_topic_score_gemma":0.000002650323,"domain_scores_codex":[0.996946,0.0003397578,0.0006203332,0.0001644787,0.001431363,0.0004980867],"domain_scores_gemma":[0.9958409,0.002626665,0.0002140694,0.0002226553,0.0008033467,0.0002923729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009343714,0.01283656,0.04204254,0.001289796,0.002414732,0.002875537,0.05333408,0.000006660703,0.008412896,0.4346145,0.144419,0.2968194],"study_design_scores_gemma":[0.001484241,0.0005716164,0.1849948,0.000906075,0.00003186695,0.0008516336,0.0004312636,0.000006300742,0.005576087,0.8026274,0.002246602,0.0002720535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408655,0.00005164387,0.0007083183,0.0005675911,0.0001081334,0.0001575527,0.000001245311,0.00001909645,0.05752094],"genre_scores_gemma":[0.9864975,0.0000375778,0.01174713,0.00007870176,0.0006070384,0.000002644623,2.774132e-7,0.00003401278,0.0009950917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3680129,"threshold_uncertainty_score":0.668606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932601487562959,"score_gpt":0.3793188165722057,"score_spread":0.3199928016965761,"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."}}