{"id":"W2785572323","doi":"10.63744/9ravyxd5n4dv","title":"The MoEML Pedagogical Partnership Program","year":2017,"lang":"en","type":"article","venue":"Digital humanities quarterly","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Victoria","keywords":"General partnership; Business; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00643953,0.0004210606,0.0002796281,0.0009909024,0.004523153,0.005850412,0.002381969,0.002523547,0.1655668],"category_scores_gemma":[0.007068874,0.0003146743,0.0003600226,0.0006046322,0.001691335,0.003154354,0.01691736,0.002880467,0.05710987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004856235,"about_ca_system_score_gemma":0.01557993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952867,"about_ca_topic_score_gemma":0.01553583,"domain_scores_codex":[0.9963476,0.001314872,0.00006202832,0.0003602909,0.001142638,0.0007726343],"domain_scores_gemma":[0.9914827,0.0004546968,0.0002083965,0.0004415829,0.0009802965,0.006432305],"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":[0.000157568,0.00054043,0.0012918,0.0002489412,0.000006695412,0.0004306049,0.003163519,0.0002331463,0.0007298328,0.0722875,0.7551862,0.1657239],"study_design_scores_gemma":[0.00001411454,0.00002442717,0.0002806191,0.00004719231,5.019692e-7,0.000040571,0.0005641577,0.00006137488,0.0001436711,0.001590216,0.99723,0.000003034476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02078354,0.002920103,0.01209919,0.1024164,0.006484704,0.001461268,0.003077285,0.002042564,0.8487149],"genre_scores_gemma":[0.05141361,0.001226153,0.01303474,0.009969788,0.0006840033,0.00153004,0.002159022,0.0005131583,0.9194696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1655668,"threshold_uncertainty_score":0.553876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243896819616834,"score_gpt":0.4680761616064874,"score_spread":0.243686479644804,"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."}}