{"id":"W2007243006","doi":"10.1007/s11165-008-9083-z","title":"Does Doing Scientific Research in High School Correlate with Students Staying in Science? A Half-Century Retrospective Study","year":2008,"lang":"en","type":"article","venue":"Research in Science Education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Science Foundation","keywords":"Science education; Psychology; Medical education; Mathematics education; Medicine","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":[0.006023547,0.0001843824,0.0005850331,0.002713572,0.004173109,0.003444689,0.000973209,0.001175395,0.002555252],"category_scores_gemma":[0.02001386,0.0007082202,0.000564073,0.0035084,0.00259463,0.002729777,0.002306265,0.003744152,0.0008271648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133269,"about_ca_system_score_gemma":0.002098944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406623,"about_ca_topic_score_gemma":0.01665308,"domain_scores_codex":[0.9973858,0.001147332,0.0002379118,0.0003097337,0.0003959787,0.0005232769],"domain_scores_gemma":[0.9616658,0.0128142,0.01023565,0.003158352,0.005099894,0.007026114],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009490629,0.0005342241,0.9835876,0.00002214759,0.00003522081,0.0001133485,0.01151874,0.000008475911,0.0001915703,0.0003015244,0.0004270468,0.003165126],"study_design_scores_gemma":[0.000007214464,0.0004870335,0.9622628,0.00005244199,0.00004295955,0.0003000529,0.03317928,0.00004070425,0.0002328193,0.000102305,0.003272442,0.00001995763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981909,0.0002278401,0.00005045937,0.0003249832,0.00001700581,0.00001225455,0.0001739248,0.000002482153,0.001000031],"genre_scores_gemma":[0.9979827,0.0003367054,0.00008965014,0.000275042,0.00002447537,0.00002364979,0.0002800406,0.000008093582,0.0009795837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939765,"threshold_uncertainty_score":0.03185588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120472549953116,"score_gpt":0.4591276540821919,"score_spread":0.3470803990868803,"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."}}