{"id":"W2905998922","doi":"10.36510/learnland.v10i1.716","title":"Commentary: Building Bonds: Community and Education","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Passion; Pedagogy; Lifelong learning; Public relations; Key (lock); Community education; Sociology; Political science; Engineering ethics; Psychology; Engineering; Social psychology","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":[0.01237081,0.001633213,0.002030193,0.001404322,0.01545469,0.006253023,0.00698219,0.06875125,0.007851423],"category_scores_gemma":[0.06930273,0.0009508966,0.001518166,0.002061545,0.01819529,0.01400435,0.006529681,0.08976544,0.003785954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01643416,"about_ca_system_score_gemma":0.02005489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07931317,"about_ca_topic_score_gemma":0.0793647,"domain_scores_codex":[0.9873132,0.006748907,0.0006888715,0.001569645,0.002266839,0.001412484],"domain_scores_gemma":[0.9445912,0.04288171,0.001686384,0.0007680104,0.006349942,0.003722831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003201689,0.000006175006,0.00006664378,0.000170831,0.00000828598,0.0004135705,0.00340731,0.00003330138,0.00004634666,0.007658103,0.9859512,0.002206203],"study_design_scores_gemma":[0.00004131273,0.00002386004,0.0003389908,0.001267728,0.00001965315,0.0006921957,0.008776516,0.0001203008,0.0001457604,0.009196126,0.9793177,0.00005976242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001089505,0.002245321,0.00005633658,0.9805927,0.01622846,0.000004986422,0.00001924955,0.000006091782,0.0007378161],"genre_scores_gemma":[0.003335849,0.001678378,0.00009113167,0.9798799,0.01250387,0.00003619727,0.00001167225,0.00001932971,0.002443725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07931317,"threshold_uncertainty_score":0.157703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204481201548249,"score_gpt":0.2998428729732041,"score_spread":0.2793947528183792,"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."}}