{"id":"W1531537592","doi":"10.22329/celt.v2i0.3228","title":"34. Community-Based Learning: Practices, Challenges, and Reflections","year":2009,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Scholarship; Citizenship; Sociology; Learning community; Engaged scholarship; Criminal justice; Work (physics); Community engagement; Pedagogy; Public relations; Scholarship of Teaching and Learning; Psychology; Teaching method; Political science; Teaching and learning center","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005247671,0.0002141206,0.0002510301,0.0002906768,0.01286141,0.0003504265,0.0002486696,0.000187235,0.00003013532],"category_scores_gemma":[0.004162067,0.000231458,0.00004572982,0.0002748056,0.0001340262,0.0001931508,0.00006813098,0.005556885,0.000009875795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371355,"about_ca_system_score_gemma":0.0001237045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00302268,"about_ca_topic_score_gemma":0.001659806,"domain_scores_codex":[0.9885581,0.01017883,0.0002064347,0.0002828052,0.0003516207,0.0004222651],"domain_scores_gemma":[0.9967334,0.002396727,0.0003286704,0.0002366775,0.0001005183,0.0002039778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003225345,0.001336408,0.004862084,0.0001426582,0.000154027,0.00002274556,0.2898836,0.00284804,0.0006090739,0.1272243,0.0007939541,0.5718006],"study_design_scores_gemma":[0.0009717629,0.001361002,0.006966706,0.0002577424,0.00006206405,0.000006633111,0.09800665,0.00107683,0.00001209668,0.001074005,0.8897888,0.000415695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3182197,0.001421517,0.0002150514,0.01069942,0.0001158052,0.0002473502,4.915375e-7,0.0009628439,0.6681178],"genre_scores_gemma":[0.9915044,0.001572474,0.0009351283,0.000587078,0.0001168911,0.00001474411,0.00001858177,0.00002406477,0.005226588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8889949,"threshold_uncertainty_score":0.9967374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081192314312001,"score_gpt":0.3837560811608769,"score_spread":0.2756368497296767,"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."}}