{"id":"W4385777730","doi":"10.1002/jdd.13362","title":"Brewing better connections: Coffee with the dean to enhance admin‐student communication","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Casual; Excellence; Psychology; Set (abstract data type); Public relations; Pedagogy; Medical education; Sociology; Political science; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009936906,0.0006527643,0.0005720919,0.001101865,0.009730966,0.006593141,0.001711532,0.002148707,0.02242874],"category_scores_gemma":[0.01863022,0.000523854,0.001069731,0.0008604685,0.003712435,0.005384486,0.01374128,0.003710645,0.006191288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150487,"about_ca_system_score_gemma":0.007840288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005551,"about_ca_topic_score_gemma":0.005250534,"domain_scores_codex":[0.9903302,0.00677819,0.0002510679,0.000500349,0.001030852,0.001109306],"domain_scores_gemma":[0.9832048,0.003614325,0.001692306,0.00167394,0.001157009,0.008657637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005009009,0.002604195,0.01192644,0.00191399,0.000103169,0.001973094,0.1182723,0.0004692573,0.01556666,0.02540653,0.2137662,0.6074973],"study_design_scores_gemma":[0.0001895652,0.001439992,0.01515039,0.0007407791,0.00008710993,0.001680436,0.07090391,0.0007660913,0.005749097,0.01368967,0.8893043,0.0002985004],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4364835,0.005282767,0.1682579,0.1130917,0.01249982,0.005172702,0.0005722265,0.00814092,0.2504985],"genre_scores_gemma":[0.7902988,0.002789774,0.1146248,0.01600672,0.001617968,0.001941787,0.0002421323,0.0009563906,0.07152145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02242874,"threshold_uncertainty_score":0.07503164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079255662964845,"score_gpt":0.4166796774140792,"score_spread":0.3858871207844307,"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."}}