{"id":"W3042444469","doi":"10.31378/jehc.145","title":"Honors International Faculty Learning Online (HIFLO 2020): A model for honors online professional development","year":2020,"lang":"en","type":"article","venue":"Journal of the European Honors Council","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Professional development; Disappointment; Medical education; Coronavirus disease 2019 (COVID-19); Sociology; Library science; Psychology; Pedagogy; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0115769,0.0006406276,0.0002109798,0.001647215,0.008239425,0.0147978,0.003592862,0.003486786,0.039142],"category_scores_gemma":[0.01005976,0.0004360851,0.0006156575,0.001009981,0.006948795,0.0162074,0.02109535,0.00612042,0.01557527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003930668,"about_ca_system_score_gemma":0.01270749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933828,"about_ca_topic_score_gemma":0.003981465,"domain_scores_codex":[0.9940089,0.002727041,0.0001351379,0.0005366912,0.001277675,0.001314607],"domain_scores_gemma":[0.9681472,0.002052363,0.0007640563,0.001652021,0.00133496,0.02604949],"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":[0.0001322686,0.001375923,0.004486565,0.0001939219,0.00001372125,0.0005395049,0.02491959,0.0005216902,0.001205763,0.2238504,0.3871998,0.355561],"study_design_scores_gemma":[0.00003678246,0.0003011016,0.001366312,0.0001561379,0.000003675565,0.0003724143,0.01077303,0.001136266,0.0004803215,0.03721432,0.9481055,0.00005410096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04768827,0.001199074,0.07303776,0.1312587,0.006658748,0.0009780579,0.0003473881,0.006269251,0.7325627],"genre_scores_gemma":[0.3603583,0.001708359,0.157835,0.02567093,0.003410727,0.001670705,0.000768037,0.002115876,0.446462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.039142,"threshold_uncertainty_score":0.130943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2232875500789105,"score_gpt":0.3808082783095599,"score_spread":0.1575207282306494,"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."}}