{"id":"W6990329856","doi":"","title":"Dean’s message: March/April 2017","year":2017,"lang":"en","type":"other","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004188641,0.0008085623,0.001096303,0.001706245,0.009522152,0.01125115,0.002388334,0.01919873,0.4993156],"category_scores_gemma":[0.01377637,0.0008307343,0.001274584,0.001057058,0.002464375,0.003524788,0.004847105,0.01103892,0.4245167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007623313,"about_ca_system_score_gemma":0.02303992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07549664,"about_ca_topic_score_gemma":0.2330698,"domain_scores_codex":[0.996425,0.0002377946,0.0001184633,0.0002039289,0.001907796,0.00110712],"domain_scores_gemma":[0.9928222,0.0005676038,0.000131619,0.0002907219,0.003170266,0.003017579],"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":[0.000008508946,0.000005799931,0.0000258667,0.000008817774,4.687854e-7,0.00001243764,0.00001303657,0.000003109021,0.000008100361,0.0006224685,0.9985223,0.000769072],"study_design_scores_gemma":[0.00001945888,0.000007203585,0.0003141125,0.00005282032,0.000002054267,0.00001222138,0.0001912242,0.00001588736,0.00004297007,0.0002916486,0.9990404,0.0000100341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007563019,0.001066688,0.00034195,0.21374,0.04892911,0.0005597347,0.004418704,0.002353715,0.7278337],"genre_scores_gemma":[0.0008615452,0.000168915,0.00005360972,0.02753728,0.001342573,0.00008970647,0.000343696,0.0002213303,0.9693814],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4993156,"threshold_uncertainty_score":0.7141654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220421154133289,"score_gpt":0.1978748472159081,"score_spread":0.1856706356745753,"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."}}