{"id":"W4312314532","doi":"10.3167/aia.2022.290202","title":"Institutional Readiness for Community– University Alliances","year":2022,"lang":"en","type":"article","venue":"Anthropology in Action","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Preparedness; Perspective (graphical); Repatriation; Sociology; Institutional research; Public relations; Research council; Political science; Higher education; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03901136,0.0001946924,0.0003414332,0.002642083,0.005275658,0.008326352,0.002314974,0.001743769,0.01363736],"category_scores_gemma":[0.101058,0.0002432238,0.0003730068,0.002373762,0.003982518,0.005266802,0.01020759,0.002401659,0.0009802753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533884,"about_ca_system_score_gemma":0.01391407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003462051,"about_ca_topic_score_gemma":0.00746478,"domain_scores_codex":[0.973329,0.01654948,0.001922773,0.001117359,0.004037559,0.00304377],"domain_scores_gemma":[0.8129107,0.08537232,0.01861605,0.01570403,0.03107938,0.03631756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002564042,0.0007992848,0.2682871,0.001635316,0.00007901809,0.003098524,0.2962224,0.0008175596,0.005248211,0.1317902,0.01134664,0.2804194],"study_design_scores_gemma":[0.00003621645,0.0006553784,0.2187295,0.001632817,0.00004953634,0.001375244,0.4999887,0.001283695,0.00264054,0.03355806,0.2398656,0.0001846894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836893,0.001474703,0.01013445,0.01470668,0.0002355462,0.0006230223,0.0002029532,0.0002642207,0.08866908],"genre_scores_gemma":[0.9948773,0.0002731044,0.002004619,0.0001521765,0.00002136354,0.0001084864,0.00005740526,0.00001673856,0.002488801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03901136,"threshold_uncertainty_score":0.2063143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346812740991423,"score_gpt":0.399102502985575,"score_spread":0.2644212288864327,"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."}}