{"id":"W7020774333","doi":"","title":"MBGL Summary - French","year":2020,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Exposition (narrative); Government (linguistics); Agency (philosophy); Subject (documents); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00008370733,0.00005142213,0.0001029034,0.00001771189,0.0002772285,0.00001469175,0.0003424096,0.00005104548,0.00005635401],"category_scores_gemma":[0.00002347309,0.00006543822,0.00006143018,0.0001777383,0.0001815184,0.0001625223,0.00009991627,0.00007558711,0.0001122604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003703963,"about_ca_system_score_gemma":0.00003865017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04448839,"about_ca_topic_score_gemma":0.4179261,"domain_scores_codex":[0.9993657,0.00005375563,0.00003312593,0.0001370606,0.000249339,0.0001609862],"domain_scores_gemma":[0.9996715,0.00002159871,0.00006604075,0.00008490032,0.00003457782,0.000121373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006688686,0.00008275013,0.5504124,0.00007243695,0.0000654895,0.0001478116,0.0469061,0.00007468987,0.0004611487,0.01155753,0.3860096,0.004143122],"study_design_scores_gemma":[0.0001911861,0.00003692164,0.1392905,0.00001273907,0.0000112659,1.268029e-7,0.02553373,0.00006917915,0.00003016207,0.0000988297,0.8346368,0.00008851261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795594,0.0001582881,0.0004239863,0.03829778,0.00008974032,0.0001104154,0.00001817906,0.00007348195,0.08126871],"genre_scores_gemma":[0.996128,0.0001416933,0.0004945403,0.0002584075,0.0001384055,3.554958e-8,0.000002019261,0.00000452446,0.002832334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4486272,"threshold_uncertainty_score":0.9618744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395525337796349,"score_gpt":0.2046014557585834,"score_spread":0.18064620238062,"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."}}