{"id":"W321844785","doi":"10.17763/haer.75.1.q8177028482350h4","title":"Students' Development in Theory and Practice: The Doubtful Role of Research","year":2005,"lang":"en","type":"article","venue":"Harvard Educational Review","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Icon; Citation; Download; Computer science; World Wide Web; Collection development; Multimedia; Information retrieval","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1158666,0.0004313652,0.001314691,0.004542997,0.002432197,0.01321589,0.002266736,0.004029053,0.005280187],"category_scores_gemma":[0.1986142,0.0006408891,0.0006832122,0.003288255,0.03159405,0.01686777,0.005810104,0.0067252,0.001418581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006849254,"about_ca_system_score_gemma":0.01833167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287054,"about_ca_topic_score_gemma":0.00514583,"domain_scores_codex":[0.8791869,0.09172704,0.004749293,0.002864067,0.02023619,0.001236481],"domain_scores_gemma":[0.6080608,0.3408065,0.007991165,0.01701735,0.02237186,0.003752323],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005395372,0.00004851565,0.001647786,0.004340626,0.00008838647,0.0002127613,0.01524224,0.0003213036,0.0002634508,0.6320976,0.119739,0.2259444],"study_design_scores_gemma":[0.00006795274,0.00008424769,0.002129557,0.01085979,0.00006056547,0.0003324679,0.01346385,0.000568435,0.0004588274,0.5703574,0.4015498,0.00006711311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004694435,0.2404743,0.01109343,0.6892163,0.003456516,0.00007518283,0.000112636,0.0001019802,0.05077531],"genre_scores_gemma":[0.5629494,0.3144857,0.02569639,0.07372073,0.006005958,0.0004375392,0.0001724538,0.0001789556,0.01635294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8841334,"threshold_uncertainty_score":0.6127684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136775514957015,"score_gpt":0.5920135351652994,"score_spread":0.4552380202082844,"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."}}