{"id":"W4282971199","doi":"10.1038/s41405-022-00109-5","title":"Drawings to explore faculties‘ and students‘ perceptions from different generations cohorts about dental education: A pilot study","year":2022,"lang":"en","type":"article","venue":"BDJ Open","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Perception; Medical education; Psychology; Qualitative research; Social connectedness; Dental education; Mathematics education; Medicine; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000201402,0.0001816574,0.0002356081,0.0001190216,0.00124504,0.001385903,0.00108853,0.00001661485,0.007449733],"category_scores_gemma":[0.00009342487,0.0001793438,0.00004301859,0.0002039576,0.00003849412,0.0003261151,0.003420687,0.0002281228,0.0004127026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003666562,"about_ca_system_score_gemma":0.0002068456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007595649,"about_ca_topic_score_gemma":0.008173408,"domain_scores_codex":[0.9976631,0.0002515664,0.0002780745,0.0005547117,0.0009755135,0.0002770406],"domain_scores_gemma":[0.9989707,0.00007434253,0.00005238729,0.0004461104,0.00005775079,0.0003987069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002713443,0.005931885,0.8897278,0.000007544868,0.0001492523,0.00008337117,0.009766325,0.00002107586,0.002540485,0.0001919656,0.08954453,0.00176444],"study_design_scores_gemma":[0.001373441,0.0009778939,0.9267192,0.00001055151,0.00004469526,0.00002547547,0.06434558,0.00001229074,0.00002916937,0.0003145848,0.005921658,0.0002254832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994758,0.00009721267,0.00008655874,0.0002847522,0.0005483318,0.002734141,0.0003453556,0.00004476644,0.001100938],"genre_scores_gemma":[0.9729421,0.00000784775,0.00008553752,0.001181684,0.0001249074,0.004031649,0.0004121169,0.00002835729,0.02118577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08362287,"threshold_uncertainty_score":0.9996508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115612397411254,"score_gpt":0.4342373210909441,"score_spread":0.3186249236796901,"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."}}