{"id":"W2248962268","doi":"","title":"Community Forums as a Unique Model of Community Service-Learning in Higher Education","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Service-learning; Service (business); Community service; Community education; Service model; Sociology; Learning community; Pedagogy; Public relations; Business; Political science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006291389,0.0003579546,0.0003358976,0.001565441,0.008478622,0.0122957,0.002044111,0.003363066,0.02265223],"category_scores_gemma":[0.008274384,0.0003830995,0.0005585821,0.001564401,0.006695128,0.01100495,0.0110044,0.002672183,0.002364638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347717,"about_ca_system_score_gemma":0.004907741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788201,"about_ca_topic_score_gemma":0.0134599,"domain_scores_codex":[0.9913122,0.00674367,0.00009344051,0.0003962755,0.00082867,0.0006257092],"domain_scores_gemma":[0.9889373,0.004664317,0.0004774709,0.001467176,0.000619775,0.003834081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002758819,0.001520006,0.005784244,0.000334733,0.0000337903,0.0008757836,0.07192878,0.001686065,0.002258474,0.7131951,0.03309625,0.1690109],"study_design_scores_gemma":[0.0003673793,0.001050623,0.004194749,0.0004820555,0.00006880178,0.001175303,0.06631096,0.02306316,0.00139024,0.4096515,0.492042,0.0002032506],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2950559,0.0009613642,0.1261211,0.02743333,0.001869033,0.0009441428,0.0003031214,0.001465224,0.5458468],"genre_scores_gemma":[0.9563856,0.0001394564,0.02205591,0.0005991551,0.0002203448,0.0003341126,0.00006632242,0.0001253711,0.02007362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02265223,"threshold_uncertainty_score":0.07577926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1937842313189709,"score_gpt":0.3267082977115168,"score_spread":0.1329240663925459,"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."}}