{"id":"W21314085","doi":"","title":"Assessing and Supporting Independent Word Learning Strategies of Middle School Students.","year":2000,"lang":"en","type":"article","venue":"Journal of Adolescent & Adult Literacy","topic":"Reading and Literacy Development","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Mathematics education; Psychology; Word (group theory); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009803225,0.0002378357,0.000480745,0.0002903093,0.0001200694,0.0006511139,0.0003175845,0.0001050809,0.001535109],"category_scores_gemma":[0.0001172489,0.0002020469,0.0001485618,0.0001920274,0.00005578429,0.001125357,0.00005266378,0.0008800633,0.00004540528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008093216,"about_ca_system_score_gemma":0.0001179695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004399585,"about_ca_topic_score_gemma":0.000001109834,"domain_scores_codex":[0.9969553,0.0002756212,0.001454611,0.0002627216,0.0006497347,0.0004020181],"domain_scores_gemma":[0.9979013,0.000108561,0.001116367,0.0001862679,0.0004382988,0.0002492261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003782712,0.0007837464,0.7030776,0.0002189281,0.0002417344,0.0002997971,0.02095367,0.0001174465,0.0006169412,0.0001469615,0.0004827098,0.2726822],"study_design_scores_gemma":[0.002160652,0.0002486786,0.9692353,0.002923848,0.00007221628,0.000522635,0.01455403,0.00002873629,0.000153477,0.0001213616,0.009727278,0.000251779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951602,0.0009197999,0.0001854631,0.0001446693,0.0004125863,0.000121989,0.000001334048,0.00001991447,0.003034077],"genre_scores_gemma":[0.995337,0.0001664734,0.001798625,0.0001838806,0.0002737778,0.000002270747,0.000003624166,0.00002832045,0.002205995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724304,"threshold_uncertainty_score":0.9993776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013385670595357,"score_gpt":0.3598254115113632,"score_spread":0.3396915548054096,"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."}}