{"id":"W2533206577","doi":"","title":"Meaningful Student Involvement in the USA and Canada","year":2010,"lang":"en","type":"article","venue":"ACM SIGHPC Connect","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Public relations; Political science; Medical education; Sociology; Medicine","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":[0.002870485,0.0002571878,0.0005446515,0.001937962,0.03053658,0.01082018,0.00296005,0.002957115,0.01954987],"category_scores_gemma":[0.007130444,0.0003339158,0.0006078091,0.003942065,0.00433677,0.00195641,0.009227274,0.005270268,0.00116757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09509279,"about_ca_system_score_gemma":0.3398163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917099,"about_ca_topic_score_gemma":0.9981577,"domain_scores_codex":[0.9923913,0.0006721473,0.0001282587,0.0003731982,0.002258202,0.004176958],"domain_scores_gemma":[0.9635018,0.0007220531,0.0004089233,0.0002576635,0.004926464,0.03018312],"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":[0.0005464478,0.00124212,0.1871247,0.0004068557,0.00009907506,0.002089588,0.09341144,0.0005272008,0.000899093,0.1123629,0.3707458,0.2305448],"study_design_scores_gemma":[0.0001007129,0.0001437642,0.2316261,0.0005783002,0.00005130352,0.0002547672,0.1068241,0.0003485764,0.0003651181,0.00312738,0.6564325,0.000147409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4453942,0.00603325,0.0005675104,0.1191465,0.001721053,0.0003304686,0.002952275,0.0002341291,0.4236206],"genre_scores_gemma":[0.8594818,0.00321181,0.0004429841,0.01314081,0.0001071056,0.0001190203,0.0009012136,0.0001058175,0.1224896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09509279,"threshold_uncertainty_score":0.6899497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246686863625827,"score_gpt":0.3221058844587925,"score_spread":0.2974371980962098,"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."}}