{"id":"W2053901488","doi":"10.1002/cc.20017","title":"The Work Experience Component of an Ontario College Baccalaureate Program","year":2012,"lang":"en","type":"article","venue":"New Directions for Community Colleges","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadore College","funders":"","keywords":"Curriculum; Component (thermodynamics); Work (physics); Transfer of learning; Mathematics education; Cooperative education; Pedagogy; Transfer of training; Community college; Experiential learning; Postsecondary education; Medical education; Higher education; Psychology; Computer science; Political science; Knowledge management; Vocational education; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001992726,0.00009367256,0.0001305998,0.00007135113,0.006240163,0.0001015361,0.0004226053,0.00006728504,0.0001850684],"category_scores_gemma":[0.0007351913,0.00007743059,0.00006428988,0.0008557717,0.0004539752,0.0004996527,0.00004537731,0.0004104168,0.000006249009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453645,"about_ca_system_score_gemma":0.0005520317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1300689,"about_ca_topic_score_gemma":0.3098874,"domain_scores_codex":[0.9979686,0.001218378,0.0002154669,0.00007482283,0.0002116814,0.0003110976],"domain_scores_gemma":[0.9973686,0.001642319,0.0001977087,0.0003458488,0.0003017259,0.0001438432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003130363,0.003508024,0.07735904,0.00001326082,0.0001254293,1.158798e-7,0.683908,0.00001140301,0.00006665365,0.1156941,0.04237115,0.07662978],"study_design_scores_gemma":[0.0001521996,0.00009358508,0.06680426,0.00001164177,0.00001317561,5.58753e-7,0.1049219,0.000001907426,0.0001259836,0.0001251511,0.8276709,0.00007868523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406338,0.0001826573,0.00004912653,0.004302673,0.001620502,0.001007861,0.000008165432,0.000152474,0.05204275],"genre_scores_gemma":[0.9618307,0.00003013703,0.003421505,0.00006732831,0.0002142716,0.0002567191,0.00001040726,0.000009709711,0.03415916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7852998,"threshold_uncertainty_score":0.9950536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311652624040436,"score_gpt":0.4263248847146671,"score_spread":0.2951596223106234,"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."}}