{"id":"W90900193","doi":"","title":"Teaching Independent Word Learning Strategies to Struggling Readers.","year":2002,"lang":"en","type":"article","venue":"Journal of Adolescent & Adult Literacy","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Psychology; Mathematics education; Word (group theory); Teaching method; Vocabulary development; Pedagogy; Linguistics","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":[0.0008406139,0.0001715701,0.0002531752,0.0003483128,0.0001604906,0.0005740652,0.0007532881,0.00005441017,0.00002791488],"category_scores_gemma":[0.0005750635,0.0001455848,0.0001363171,0.000258873,0.0000156749,0.001847439,0.0001157376,0.001076117,0.00002972092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126953,"about_ca_system_score_gemma":0.0001072815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001391961,"about_ca_topic_score_gemma":0.000001324729,"domain_scores_codex":[0.9978705,0.0002833392,0.0006329461,0.0002382146,0.0006465908,0.0003284134],"domain_scores_gemma":[0.9982137,0.0002119211,0.0004608108,0.0002552621,0.0005153603,0.0003429575],"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":[0.00004006033,0.000701352,0.008842434,0.0001266362,0.00006196957,0.000160888,0.09491029,0.001768545,0.002743067,0.01095386,0.002069029,0.8776219],"study_design_scores_gemma":[0.009656414,0.004282479,0.2122078,0.0198748,0.0002997526,0.004259486,0.08988272,0.08374272,0.007549968,0.0249674,0.5387157,0.004560729],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6512809,0.0007544017,0.3356366,0.009384162,0.002058845,0.0001567639,7.397198e-7,0.00005885842,0.0006688036],"genre_scores_gemma":[0.6666791,0.0000776174,0.3310691,0.001091661,0.0007828876,0.000001562408,3.205054e-7,0.00001131599,0.000286423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8730611,"threshold_uncertainty_score":0.5936774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668735194476309,"score_gpt":0.3201567936007161,"score_spread":0.293469441655953,"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."}}