{"id":"W2138731988","doi":"","title":"Innovation in Higher Education: How public universities demonstrate innovative course delivery options","year":2012,"lang":"en","type":"article","venue":"˜The œinnovation journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Curriculum; Higher education; Competition (biology); Distance education; Public relations; Medical education; Sociology; Psychology; Mathematics education; Political science; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006436014,0.0001636216,0.0002808379,0.002465071,0.002664556,0.0130349,0.001122678,0.001490733,0.009483971],"category_scores_gemma":[0.02183301,0.0001677699,0.0003514394,0.001928275,0.003037416,0.005835879,0.007075678,0.001220319,0.0007314567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006610487,"about_ca_system_score_gemma":0.004392616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003439148,"about_ca_topic_score_gemma":0.004840884,"domain_scores_codex":[0.9942346,0.002396924,0.000144321,0.0004273114,0.001498771,0.001297994],"domain_scores_gemma":[0.9790099,0.009252351,0.004519464,0.00119884,0.002622772,0.003396684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005087472,0.001735746,0.5523477,0.0002790511,0.0001312066,0.0008468691,0.07163827,0.002058393,0.004310003,0.08287857,0.009442306,0.2738231],"study_design_scores_gemma":[0.0001348722,0.00102813,0.6077914,0.000656893,0.0001507883,0.0007075471,0.2221424,0.009174246,0.004522038,0.05461099,0.09886891,0.0002117675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643091,0.0002367721,0.0009786309,0.001952746,0.0000236039,0.0000218716,0.00003013592,0.00003965313,0.03240759],"genre_scores_gemma":[0.9988783,0.00004959195,0.0001474147,0.00006972316,0.000009017259,0.000007852686,0.000010974,0.000005382285,0.00082169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130349,"threshold_uncertainty_score":0.04796261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06444070842698331,"score_gpt":0.3340683934141999,"score_spread":0.2696276849872166,"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."}}