{"id":"W2740558685","doi":"","title":"AC 2008-340: REU SITES: MUCH MORE THAN A RESEARCH EXPERIENCE FOR UNDERGRADUATES","year":2009,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Underrepresented Minority; Science and engineering; Medical education; Undergraduate research; Psychology; Mathematics education; Engineering; Medicine; Engineering ethics","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":[],"consensus_categories":[],"category_scores_codex":[0.003198729,0.0004595761,0.0004880164,0.0007170779,0.003035704,0.004040953,0.001123843,0.001267994,0.2330081],"category_scores_gemma":[0.003904933,0.0003018271,0.0002178811,0.001012767,0.0007535862,0.002670122,0.002721354,0.002214342,0.08485443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019649,"about_ca_system_score_gemma":0.004858918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005761082,"about_ca_topic_score_gemma":0.03456054,"domain_scores_codex":[0.998688,0.0003150509,0.00004445577,0.0001443153,0.0004974693,0.00031066],"domain_scores_gemma":[0.9925151,0.000358484,0.0001744668,0.0007145944,0.001648071,0.004589277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001163268,0.0002527758,0.002031552,0.00007983077,0.000005137991,0.00008791466,0.0007106017,0.00008520875,0.001672291,0.00402695,0.8242933,0.1666379],"study_design_scores_gemma":[0.0000165272,0.0001193307,0.003640517,0.00005198622,0.000002238608,0.000142794,0.001051592,0.00009742722,0.0006020499,0.0003880781,0.9938777,0.000009668807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0641849,0.006230664,0.006912401,0.09852719,0.01354472,0.0006181959,0.006511053,0.007101371,0.7963695],"genre_scores_gemma":[0.1201015,0.001559129,0.009699275,0.004255178,0.001658627,0.0001940389,0.002726372,0.002301831,0.857504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2330081,"threshold_uncertainty_score":0.7794899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2144535126518032,"score_gpt":0.4002768240081243,"score_spread":0.1858233113563212,"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."}}