{"id":"W7019374704","doi":"","title":"Feature Story: New U of R SGI partnership to enrich study of data science in Saskatchewan","year":2021,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Government (linguistics); Feature (linguistics); Curriculum; Institution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003717641,0.0007607968,0.0004075214,0.0007810121,0.01057625,0.01041255,0.002043998,0.005980464,0.1273032],"category_scores_gemma":[0.005987682,0.0005730737,0.0005707706,0.001505981,0.002457743,0.003634103,0.007443188,0.007519857,0.03843187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117766,"about_ca_system_score_gemma":0.04275908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5828912,"about_ca_topic_score_gemma":0.8276144,"domain_scores_codex":[0.9978777,0.0003709312,0.0000489207,0.000241996,0.0007020986,0.0007583503],"domain_scores_gemma":[0.9916416,0.000831001,0.0001425054,0.0006320488,0.002208395,0.004544456],"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":[0.00002247527,0.00002208824,0.0004528245,0.00001494595,0.000002764377,0.0001163458,0.0002735057,0.0000223421,0.0001805931,0.00198642,0.9896016,0.007304271],"study_design_scores_gemma":[0.0000105255,0.00001058879,0.001338679,0.0000337949,0.000001878208,0.00004087296,0.001500119,0.00004261626,0.0001444441,0.0004684477,0.9963909,0.00001719786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01146067,0.002758638,0.00163057,0.5382013,0.02314992,0.000256276,0.01120389,0.001799931,0.4095388],"genre_scores_gemma":[0.01591995,0.001198531,0.000858114,0.05823838,0.0006388326,0.0001331456,0.00219922,0.000608945,0.9202048],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4171088,"threshold_uncertainty_score":0.8391305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671438099352199,"score_gpt":0.2811751405864339,"score_spread":0.2344607595929119,"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."}}