{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001964547,0.0006460946,0.0004230828,0.00141582,0.005904953,0.008347552,0.001261267,0.003229207,0.6068778],"category_scores_gemma":[0.00467206,0.0004026773,0.0004923362,0.001567597,0.001846167,0.001732845,0.00173983,0.002100782,0.1396092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02215869,"about_ca_system_score_gemma":0.04851455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7885993,"about_ca_topic_score_gemma":0.8653116,"domain_scores_codex":[0.9981006,0.0001095788,0.00004541111,0.0003181973,0.001053816,0.0003724157],"domain_scores_gemma":[0.9934883,0.0003278772,0.0001392175,0.000396034,0.003812163,0.001836493],"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":[0.00003350068,0.00003713417,0.0007088257,0.00005071836,0.000005597943,0.0001006944,0.00006907131,0.0001145082,0.0003671657,0.01164717,0.9346169,0.05224875],"study_design_scores_gemma":[0.000003886131,0.000004620496,0.0006350505,0.00002497969,0.000001028647,0.00001863309,0.00006106718,0.00006542099,0.00006802616,0.0003181147,0.9987944,0.000004624645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001484264,0.004050162,0.001072877,0.02814008,0.005878946,0.000144197,0.002543083,0.001181399,0.9555049],"genre_scores_gemma":[0.004697912,0.000506549,0.0004038757,0.001405236,0.0001470009,0.00001598207,0.0003497212,0.00009556647,0.9923781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6068778,"threshold_uncertainty_score":0.5607411,"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."}}