{"id":"W3175701282","doi":"10.5964/jnc.6143","title":"Next directions in measurement of the home mathematics environment: An international and interdisciplinary perspective","year":2021,"lang":"en","type":"article","venue":"Journal of Numerical Cognition","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Ottawa; Carleton University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Science Foundation","keywords":"Operationalization; Construct (python library); Perspective (graphical); Foundation (evidence); Field (mathematics); Psychology; Engineering ethics; Political science; Computer science; Engineering; Epistemology","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":[0.1577932,0.002104415,0.003022946,0.008165775,0.005322409,0.01775106,0.004301107,0.004424894,0.00464204],"category_scores_gemma":[0.1094075,0.0008093046,0.002036192,0.01464636,0.03033349,0.03712438,0.01595544,0.00954784,0.0004791449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0128354,"about_ca_system_score_gemma":0.02083848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473087,"about_ca_topic_score_gemma":0.01379649,"domain_scores_codex":[0.8996943,0.07937206,0.006736611,0.006151786,0.005224933,0.002820447],"domain_scores_gemma":[0.7631794,0.1836697,0.008384391,0.01816343,0.02117515,0.005428121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001837952,0.0006569976,0.07129373,0.005382221,0.0003149857,0.0003513014,0.1510111,0.001277044,0.001071271,0.3052057,0.008148205,0.4551035],"study_design_scores_gemma":[0.00004886635,0.0005234852,0.06267555,0.01197706,0.0002097361,0.000553206,0.550486,0.00138002,0.001009668,0.2666639,0.1042856,0.0001867817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.09851716,0.2774737,0.1776805,0.331537,0.006389936,0.000785553,0.0005815507,0.0003281934,0.1067063],"genre_scores_gemma":[0.7564276,0.04824266,0.1734858,0.01551807,0.001629156,0.001962041,0.0004267985,0.0001491798,0.002158565],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1577932,"threshold_uncertainty_score":0.8345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057149340046273,"score_gpt":0.3240390933156984,"score_spread":0.2834675999152356,"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."}}