{"id":"W3003052182","doi":"","title":"Q&A with AIuQuébec","year":2019,"lang":"en","type":"article","venue":"Aluminium international today","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000331125,0.00007507618,0.0000621715,0.00005473787,0.00001032822,0.00002251313,0.0001245208,0.00003558244,0.0009055783],"category_scores_gemma":[0.000003828563,0.00006492271,0.00002080498,0.00006645129,0.00001099798,0.0001471255,0.00001295415,0.00006393374,0.0008198438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000388636,"about_ca_system_score_gemma":0.00001293989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001699552,"about_ca_topic_score_gemma":0.00003299644,"domain_scores_codex":[0.9995507,0.000004103394,0.00008917659,0.00009719552,0.0001595762,0.00009926855],"domain_scores_gemma":[0.9997805,0.0000224003,0.00001371619,0.00011262,0.00004262466,0.0000281665],"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":[0.0003013904,0.0003191698,0.483787,0.0003406572,0.001607214,0.00008985028,0.002348664,0.1471834,0.06352098,0.1283361,0.09265638,0.07950917],"study_design_scores_gemma":[0.001424244,0.000142525,0.09228057,0.0001116876,0.00002515098,0.00006003181,0.0001500252,0.07671855,0.03557941,0.0003935999,0.792524,0.0005901583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7022339,0.0000695139,0.001370993,0.0002644255,0.00106887,0.0001032601,0.000006256601,0.0002051693,0.2946776],"genre_scores_gemma":[0.994861,0.00002766933,0.0002928814,0.0001114004,0.0001333937,0.000007499979,0.0000314616,0.00002066265,0.004513998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6998677,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002828078718114927,"score_gpt":0.1758859381119392,"score_spread":0.1730578593938243,"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."}}