{"id":"W7946329","doi":"10.1016/0896-6273(94)90246-1","title":"Zooming In and Zooming Out: Enhancing Vocabulary and Conceptual Learning in Social Studies.","year":2000,"lang":"en","type":"article","venue":"The Reading Teacher","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Zoom; Psychology; Vocabulary; Social studies; Vocabulary development; Mathematics education; Linguistics; Cognitive psychology; Teaching method; Pedagogy","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":[0.002128475,0.0001010584,0.0002266014,0.00007323082,0.000798268,0.00003931875,0.00009961573,0.0000952662,0.00007115147],"category_scores_gemma":[0.0004184538,0.00008861302,0.00002183465,0.0001613953,0.000581919,0.000101855,0.00003218923,0.0004963782,0.000008541931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574176,"about_ca_system_score_gemma":0.00007695815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307711,"about_ca_topic_score_gemma":0.003254283,"domain_scores_codex":[0.998643,0.0004421532,0.0001969248,0.0002181582,0.0001447439,0.0003549708],"domain_scores_gemma":[0.9994087,0.0004252452,0.00004608916,0.0000543274,0.00001075914,0.00005494506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001144864,0.00001780508,0.03662624,0.00000685319,0.00001108874,0.000006177741,0.9275958,0.000003389511,0.000211085,0.001376246,0.0001698317,0.03396403],"study_design_scores_gemma":[0.0007135082,0.00004528814,0.01635885,0.0001980225,0.00002524075,0.000002990723,0.9276698,0.0002218699,0.00001047566,0.001618852,0.05276899,0.0003660887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740407,0.002457429,0.000004114094,0.001885895,0.0001121657,0.00008167326,1.197082e-7,0.00004759208,0.02137028],"genre_scores_gemma":[0.9922822,0.0003523075,0.0001033551,0.0000936746,0.0004472741,0.000008721017,3.171936e-7,0.00001256903,0.006699628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05259916,"threshold_uncertainty_score":0.6139713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13510217075291,"score_gpt":0.4011470467437621,"score_spread":0.2660448759908521,"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."}}