{"id":"W7017282878","doi":"","title":"Advancing University-Community Engagement — with Magda Goemans","year":2022,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Community engagement; Key (lock); Field (mathematics); Host (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009061064,0.0009764638,0.0004860422,0.00123135,0.03173827,0.01551008,0.002178007,0.007675489,0.02050132],"category_scores_gemma":[0.008955889,0.0005151225,0.0005393007,0.001300111,0.01061423,0.009354666,0.01368032,0.01854432,0.008124444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02513516,"about_ca_system_score_gemma":0.0986066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3575993,"about_ca_topic_score_gemma":0.6171495,"domain_scores_codex":[0.9903675,0.002262784,0.0001483146,0.001026099,0.003569269,0.002626043],"domain_scores_gemma":[0.976458,0.001366441,0.0002186812,0.0004351512,0.003312727,0.01820895],"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":[0.000009741017,0.00002661298,0.0001314321,0.00002512063,0.000001539019,0.00008578266,0.002567642,0.00001750952,0.00009198363,0.01049899,0.9740291,0.01251466],"study_design_scores_gemma":[0.000003401392,0.000008310283,0.0001959326,0.00006298332,9.573249e-7,0.00006102777,0.004420138,0.00002073599,0.00007380883,0.002112053,0.9930304,0.00001030398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001710956,0.01433747,0.0008095347,0.8834321,0.02477648,0.00006781807,0.0001165412,0.0003086314,0.07444034],"genre_scores_gemma":[0.05507264,0.01691087,0.003127755,0.4324228,0.007272318,0.000206574,0.0002230598,0.0005415386,0.4842224],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3575993,"threshold_uncertainty_score":0.7110357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156315710913661,"score_gpt":0.2049647416497493,"score_spread":0.1893331705583832,"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."}}