{"id":"W7099869395","doi":"","title":"Journal of Adolescent &amp;amp; Adult Literacy 52(5)","year":2009,"lang":"en","type":"article","venue":"","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Literacy; Vocabulary; Adult literacy; Conjunction (astronomy); Adult education; Vocabulary development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004836944,0.0001871002,0.0002220259,0.0006866873,0.0008920387,0.001569942,0.0002422825,0.0009565445,0.1283853],"category_scores_gemma":[0.001728331,0.0001438664,0.0001713219,0.0004169104,0.0003589133,0.00113793,0.001193581,0.001109555,0.02438589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698231,"about_ca_system_score_gemma":0.001085075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533107,"about_ca_topic_score_gemma":0.003155665,"domain_scores_codex":[0.9997371,0.00006821248,0.00002830727,0.00002581478,0.00006298987,0.00007742398],"domain_scores_gemma":[0.9993394,0.00007956447,0.00006368351,0.00002846237,0.0001706614,0.0003181228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008426751,0.00117192,0.1522547,0.0003929426,0.00001688418,0.003344212,0.003512801,0.00003192854,0.001405662,0.00752623,0.2923346,0.5379237],"study_design_scores_gemma":[0.00003037894,0.0001784225,0.1725634,0.001241323,0.00003071638,0.01549635,0.007294758,0.0001087072,0.000672676,0.002172906,0.8001993,0.00001105698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2891255,0.03892391,0.001277549,0.04269992,0.00414066,0.000206228,0.001562546,0.0003832336,0.6216804],"genre_scores_gemma":[0.6075645,0.03363776,0.002169925,0.008778958,0.001270723,0.0003884596,0.001024125,0.0001121258,0.3450534],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8716147,"threshold_uncertainty_score":0.4294918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679521695849943,"score_gpt":0.3370483240196593,"score_spread":0.3002531070611599,"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."}}