{"id":"W4391713619","doi":"10.3998/mjcsl.3795","title":"New Perspectives of Reciprocity in Community-Engaged Learning: A Case Study of a First-Year Post-Secondary Knowledge Exchange Project in an Over-researched Urban Community","year":2024,"lang":"en","type":"article","venue":"Michigan journal of community service learning","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Adama Science and Technology University","keywords":"Reciprocity (cultural anthropology); Sociology; Pedagogy; Service-learning; Mathematics education; Psychology; Social science","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.06056823,0.0004258537,0.001093482,0.001935016,0.006641325,0.0002832306,0.002961799,0.0002939601,0.0001914701],"category_scores_gemma":[0.00480529,0.0004573231,0.0002337754,0.003576564,0.0003063091,0.00115317,0.001360668,0.04802217,0.000004243036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440009,"about_ca_system_score_gemma":0.001336023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4666815,"about_ca_topic_score_gemma":0.791113,"domain_scores_codex":[0.833929,0.1633545,0.001208665,0.0001647561,0.0007514709,0.0005916086],"domain_scores_gemma":[0.9827115,0.01368237,0.0008272092,0.001140796,0.001330134,0.000308016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004815823,0.004533997,0.08254481,0.001070634,0.0001896642,0.0001397717,0.9054973,0.0007786927,0.0005915197,0.00004148622,0.00002789271,0.004102714],"study_design_scores_gemma":[0.002874066,0.004938398,0.04752735,0.001429324,0.00008848646,0.00007610481,0.9406456,0.000369086,0.00005277932,0.0001061756,0.001550943,0.0003416793],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994786,0.001557744,0.00001840668,0.0005310766,0.0001206008,0.00074039,0.000005893587,0.0001104459,0.002129449],"genre_scores_gemma":[0.9990529,0.0002201602,0.0002926928,0.00005175645,0.0001051065,0.00001435812,0.00001985849,0.00007673485,0.0001663784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3244314,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047394485668172,"score_gpt":0.3917403414657435,"score_spread":0.2870008928989263,"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."}}