{"id":"W4362714606","doi":"10.1109/mias.2023.3261110","title":"A History of Papermaking Around Niagara Falls: Harnessing the Power of the Falls","year":2023,"lang":"en","type":"article","venue":"IEEE Industry Applications Magazine","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Papermaking; Grind; Situated; Engineering; Civil engineering; Hydraulic machinery; Computer science; Mechanical engineering; Grinding; Pulp and paper industry; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004438165,0.0000730328,0.0001267771,0.0001760279,0.0006080414,0.00004945374,0.0006115217,0.0001983836,0.0002300441],"category_scores_gemma":[0.00008591813,0.00006537051,0.00009578592,0.0009904749,0.001409732,0.000120333,0.00004544792,0.0003873535,0.0001364638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007341022,"about_ca_system_score_gemma":0.001241305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008301798,"about_ca_topic_score_gemma":0.03956665,"domain_scores_codex":[0.9989265,0.0001081721,0.0002683996,0.0001596817,0.0003432318,0.0001940715],"domain_scores_gemma":[0.9989451,0.0001385689,0.0002562838,0.0004815132,0.0001178051,0.00006070401],"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":[0.00001536532,0.0003089612,0.003658354,0.000141092,0.0001301139,0.000006619055,0.08590854,0.0005980831,0.03684906,0.08350445,0.7584793,0.0304001],"study_design_scores_gemma":[0.00006757705,0.000003408165,0.005581968,0.00003182047,0.0000232627,8.808692e-7,0.00307233,0.00001333041,0.00003866891,0.0004055861,0.9906871,0.0000740145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5518836,0.002172409,0.0002415888,0.01090195,0.00231084,0.001693292,0.0001210693,0.0002313273,0.430444],"genre_scores_gemma":[0.9322144,0.00006679079,0.00001846647,0.0002848176,0.0002530107,0.0001240208,0.000002832921,0.00001424191,0.06702146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3803308,"threshold_uncertainty_score":0.998302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179219157374054,"score_gpt":0.2731557739968375,"score_spread":0.241363582423097,"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."}}