{"id":"W2882716197","doi":"10.15215/aupress/9781771992077.01","title":"An Online Doctorate for Researching Professionals: Program Design, Implementation, and Evaluation","year":2018,"lang":"en","type":"book","venue":"Athabasca University Press eBooks","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"Government of Alberta; Kent State University; University of Florida","keywords":"Psychology; Computer science; Medical education; Engineering management; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03136188,0.0008647364,0.001009403,0.002050457,0.003921862,0.002524467,0.002891589,0.001723914,0.03919421],"category_scores_gemma":[0.03028306,0.001215062,0.0009866252,0.001410565,0.001883283,0.002233835,0.00977501,0.003463759,0.009081032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004173133,"about_ca_system_score_gemma":0.03025864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308949,"about_ca_topic_score_gemma":0.005783327,"domain_scores_codex":[0.98708,0.008257336,0.0005686181,0.0009974883,0.001548184,0.001548379],"domain_scores_gemma":[0.922254,0.01995689,0.003327293,0.006424541,0.00639717,0.04164014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01387845,0.1750713,0.02593702,0.001690256,0.00009321739,0.0001668839,0.004227022,0.00139268,0.003137543,0.003433979,0.04371759,0.7272543],"study_design_scores_gemma":[0.06811549,0.2478767,0.3143637,0.003337088,0.001009197,0.0005819554,0.02098321,0.01374444,0.03396323,0.0165273,0.2789949,0.0005027545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7156501,0.001157096,0.06100642,0.01531074,0.002068652,0.14669,0.006330925,0.003766868,0.04801923],"genre_scores_gemma":[0.4486991,0.001833592,0.301927,0.009145045,0.0008616961,0.1672878,0.003339845,0.0006294127,0.06627648],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03919421,"threshold_uncertainty_score":0.1658595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220455577894453,"score_gpt":0.4028343848244403,"score_spread":0.280788827034995,"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."}}