{"id":"W6982296277","doi":"","title":"How College Faculty Experience Designing Blended Courses They Teach","year":2022,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grounded theory; Qualitative research; Blended learning; Agency (philosophy); Higher education; Focus group; Faculty development; Quality (philosophy); Perception; Conceptual framework","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000311742,0.0001571041,0.0001824018,0.0002435092,0.001232458,0.00009633823,0.0003952598,0.00007372837,0.0002691694],"category_scores_gemma":[0.0001702621,0.0001782583,0.00009025674,0.0005400451,0.00003979824,0.0006710213,0.0002271884,0.0004689415,0.00000632716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045602,"about_ca_system_score_gemma":0.00008659179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002740626,"about_ca_topic_score_gemma":0.00004807539,"domain_scores_codex":[0.9986342,0.0002471947,0.0001319226,0.0002953197,0.0004291566,0.0002622161],"domain_scores_gemma":[0.9991796,0.0001426093,0.0001757931,0.0002954423,0.0001060239,0.0001005359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004003894,0.0007585894,0.0628522,0.0000990044,0.0002357333,0.0006107271,0.02097864,0.005152439,0.003325752,0.8714387,0.02776961,0.006378176],"study_design_scores_gemma":[0.006302953,0.0004357591,0.01902024,0.0001973388,0.0004949657,0.0002184234,0.1503932,0.01175155,0.002447862,0.05259021,0.7536814,0.002466006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699245,0.00004426801,0.01696704,0.00161199,0.0003840258,0.000560084,0.0001598478,0.0003531388,0.009995079],"genre_scores_gemma":[0.9692821,0.000004147499,0.009431448,0.00004058667,0.00004090884,0.000004622633,0.00005386922,0.00002020289,0.02112209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8188486,"threshold_uncertainty_score":0.9479192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841374571457494,"score_gpt":0.2979502739249299,"score_spread":0.229536528210355,"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."}}