{"id":"W4381572704","doi":"10.54656/jces.v15i2.525","title":"Community-University Partnerships for Local Impact: Advancing Sustainability Through Place-Based Education","year":2023,"lang":"en","type":"article","venue":"Journal of Community Engagement and Scholarship","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eagle Ridge Hospital; Simon Fraser University; University of Saskatchewan","funders":"","keywords":"General partnership; Sustainability; Experiential learning; Community engagement; Context (archaeology); Civic engagement; Service-learning; Public relations; Higher education; Political science; Sociology; Pedagogy; Geography; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.037595,0.0001845298,0.0003173624,0.0003144807,0.008498554,0.0002204429,0.001073901,0.0001405585,0.00004239222],"category_scores_gemma":[0.003764464,0.0001895908,0.0002181747,0.0007292518,0.0003321666,0.0009963457,0.0002951006,0.004231932,0.000003873836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009304711,"about_ca_system_score_gemma":0.001391954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971117,"about_ca_topic_score_gemma":0.002879434,"domain_scores_codex":[0.9773448,0.0212591,0.0003800868,0.00007640277,0.0004733547,0.0004662186],"domain_scores_gemma":[0.9925639,0.0052475,0.0003794262,0.0005449384,0.001009249,0.0002549761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002768455,0.004597191,0.121498,0.001729088,0.0006445271,0.00002060403,0.6048667,0.0127813,0.0001815701,0.03711266,0.02456255,0.1892374],"study_design_scores_gemma":[0.001431969,0.0006503247,0.03854833,0.0001795449,0.0001186584,0.000001893642,0.7536579,0.0001575762,0.00004874834,0.0138599,0.1910978,0.0002473516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859725,0.0001144757,0.003347547,0.007041467,0.0002272158,0.0004241684,0.000005320863,0.0001048993,0.002762414],"genre_scores_gemma":[0.9978591,0.0001612897,0.0008373874,0.0004851324,0.0001002408,0.000005888657,0.00003225439,0.00001787656,0.0005008719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18899,"threshold_uncertainty_score":0.9980654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802449607557398,"score_gpt":0.3990691137786028,"score_spread":0.218824153022863,"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."}}