{"id":"W2558424971","doi":"10.5195/jyd.2010.231","title":"Effectiveness of School Based Recruitment Procedures and Modular Data Collections","year":2010,"lang":"en","type":"article","venue":"Journal of Youth Development","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Ontario Ministry of Health and Long-Term Care; National Cancer Institute; Cancer Care Ontario","keywords":"Data collection; Unit (ring theory); Modular design; Medical education; Psychology; School health; Work (physics); Applied psychology; Computer science; Medicine; Mathematics education; Engineering; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009096749,0.0001306208,0.0004024633,0.0001984598,0.00009048029,0.00002155291,0.0001642824,0.00006516175,0.00003076434],"category_scores_gemma":[0.0006283546,0.00009904289,0.00005961017,0.0002487868,0.00006026054,0.0001555417,0.0001210924,0.0003797423,0.000002287612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009818209,"about_ca_system_score_gemma":0.001165557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009232839,"about_ca_topic_score_gemma":0.00001481259,"domain_scores_codex":[0.998795,0.00006131503,0.0003812822,0.0001797694,0.0004397984,0.0001428534],"domain_scores_gemma":[0.9987321,0.0001380816,0.0002716054,0.0002809606,0.0003414944,0.0002357109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001981429,0.02000598,0.7457222,0.003638766,0.001787003,0.0001119541,0.001195541,0.00008511953,0.2199221,0.0001428524,0.00116838,0.004238678],"study_design_scores_gemma":[0.002083981,0.000399845,0.916523,0.0006240772,0.0002129425,0.00006641271,0.0001032008,0.00009387218,0.07918082,0.0001054757,0.0004957225,0.0001105903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985327,0.00006447181,0.0002633791,0.0001321835,0.0002369865,0.0005166022,0.00001488194,0.000008813442,0.000229976],"genre_scores_gemma":[0.9899186,0.00001119908,0.00983707,0.00003485171,0.0000922962,0.00001003241,0.00001359273,0.00001396476,0.00006831755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1708008,"threshold_uncertainty_score":0.4038852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06760387119543142,"score_gpt":0.321974093214292,"score_spread":0.2543702220188606,"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."}}