{"id":"W1484085001","doi":"","title":"Nontraditional Approaches with Nontraditional Students: Experiences of Learning, Service and Identity Development","year":2012,"lang":"en","type":"book-chapter","venue":"New Prairie Press (Kansas State University)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service-learning; Identity (music); Service (business); Identity formation; Psychology; Mathematics education; Sociology; Pedagogy; Social psychology; Self-concept; Business; Marketing","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":[0.005080784,0.0008270568,0.001028657,0.001204712,0.01290895,0.01026028,0.002025675,0.002289027,0.003953713],"category_scores_gemma":[0.005191633,0.000500839,0.0006277714,0.001131584,0.01693403,0.006563453,0.01672027,0.006481965,0.0006692382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002687289,"about_ca_system_score_gemma":0.002653645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002665524,"about_ca_topic_score_gemma":0.006195195,"domain_scores_codex":[0.9950104,0.00299788,0.0001175149,0.000359367,0.0006455599,0.0008691733],"domain_scores_gemma":[0.9961948,0.001340669,0.000345649,0.0001960948,0.0001987505,0.001723884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002970236,0.0002212955,0.002751586,0.00005389365,0.00000465373,0.0007000061,0.9856163,0.00002496262,0.000415679,0.003103379,0.0006004504,0.006478202],"study_design_scores_gemma":[0.000006117043,0.0001481928,0.001663217,0.00005579671,0.000003910001,0.0005631985,0.9820669,0.00005285403,0.0002936776,0.0008116644,0.01431557,0.00001899905],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844202,0.000591734,0.00106802,0.001553838,0.0001080885,0.00007130085,0.00002679346,0.00002110815,0.01213886],"genre_scores_gemma":[0.9926614,0.0005020124,0.0005261578,0.0005110211,0.00002671892,0.00004581969,0.00001484189,0.00001674627,0.005695328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01290895,"threshold_uncertainty_score":0.02687013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06831023088032856,"score_gpt":0.2526672664227437,"score_spread":0.1843570355424151,"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."}}