{"id":"W7008897135","doi":"","title":"A cross-Canada dialogue on post-secondary intercultural certifications","year":2019,"lang":"en","type":"other","venue":"Arca (British Columbia Electronic Library Network)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Certification; Government (linguistics); Agency (philosophy); Work (physics)","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002088956,0.0009435657,0.001381265,0.0001771374,0.0005221096,0.003638177,0.002328349,0.000953043,0.5589648],"category_scores_gemma":[0.00007346184,0.001658319,0.0005284489,0.00125665,0.0004135257,0.001061442,0.0005635719,0.003019062,0.005362363],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097409,"about_ca_system_score_gemma":0.008744351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7873119,"about_ca_topic_score_gemma":0.9942163,"domain_scores_codex":[0.991712,0.0005149209,0.001104775,0.002255739,0.0009755828,0.00343699],"domain_scores_gemma":[0.9960907,0.0003106866,0.0008813032,0.002070157,0.0001075107,0.0005396969],"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":[0.00008400529,0.0002225739,0.001064867,0.0001234656,0.0006379944,0.0001725018,0.00001865618,0.00006227114,0.000002589675,0.008848996,0.9798992,0.008862896],"study_design_scores_gemma":[0.001387442,0.0004760832,0.001260218,0.001156594,0.0001173578,0.0002576594,0.00001645121,0.00008616823,0.00000366535,0.01052785,0.9828741,0.00183639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007377475,0.01175822,3.328091e-7,0.0004334434,0.002580872,0.002798968,0.007352463,0.002161746,0.9721762],"genre_scores_gemma":[0.2499322,0.0009213505,0.00006879003,0.003136999,0.002946703,0.000447145,0.01361797,0.003529259,0.7253996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5536025,"threshold_uncertainty_score":0.999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005193884156945943,"score_gpt":0.193651859491951,"score_spread":0.1884579753350051,"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."}}