{"id":"W4389934997","doi":"10.33137/cjal-rcbu.v9.40953","title":"ADHD and the Early Career Teaching Librarian","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Autoethnography; Pedagogy; Grading (engineering); Affect (linguistics); Medical education; Sociology; Medicine; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001229497,0.0001570457,0.000369327,0.0005483595,0.0002631424,0.0001577671,0.0003159948,0.0002619511,0.0001741872],"category_scores_gemma":[0.001405304,0.000109281,0.0001552951,0.000441108,0.0002996751,0.001129787,0.00003518989,0.002261761,0.00006346591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004809375,"about_ca_system_score_gemma":0.001529371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292989,"about_ca_topic_score_gemma":0.0001318117,"domain_scores_codex":[0.9984044,0.0002607871,0.0004639046,0.0001615985,0.0002903117,0.0004189746],"domain_scores_gemma":[0.9981198,0.0004613606,0.0002260554,0.000216793,0.00006186667,0.0009141223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004950712,0.00001467319,0.7775635,0.0001155318,0.0004850871,0.001208495,0.02010335,0.00003302025,0.0003639642,0.07410797,0.1056567,0.01985266],"study_design_scores_gemma":[0.009150219,0.0002526901,0.8160005,0.000685262,0.0005064866,0.00323643,0.01898364,0.0003751365,0.00005542853,0.01809097,0.1322148,0.0004483957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132106,0.001641548,0.00006458196,0.07614573,0.0004111898,0.0002221775,0.00001143846,0.00003882338,0.008253873],"genre_scores_gemma":[0.9927006,0.00007957995,0.0001209023,0.002510943,0.0009457784,0.000003551368,0.000006046263,0.00004531207,0.003587297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07948995,"threshold_uncertainty_score":0.9826351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08788833925903837,"score_gpt":0.2978039116149486,"score_spread":0.2099155723559102,"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."}}