{"id":"W7133025778","doi":"","title":"A multivariate analysis of fouling in kraft recovery boilers","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada; Library and Archives Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fouling; Principal component analysis; Partial least squares regression; Boiler (water heating); Kraft paper; Multivariate statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004377041,0.0003851899,0.0003805245,0.001190751,0.0004014472,0.0003081297,0.0001580885,0.0002019599,0.0007114425],"category_scores_gemma":[0.0006722263,0.0001182505,0.0004311829,0.001086696,0.0002109613,0.0002331676,0.0001746376,0.000395434,0.00015472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663095,"about_ca_system_score_gemma":0.0002430958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123295,"about_ca_topic_score_gemma":0.004522679,"domain_scores_codex":[0.9997529,0.00003637575,0.00001142029,0.00004971681,0.0001181985,0.00003135752],"domain_scores_gemma":[0.9996679,0.00009127303,0.00004107596,0.0000249638,0.0001546677,0.00002009041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006269487,0.0002156635,0.0262244,0.0001170196,0.00007607093,0.0001073564,0.0002673762,0.002630821,0.8857925,0.0001080704,0.0003248625,0.08350899],"study_design_scores_gemma":[0.00001487633,0.0006248198,0.6069668,0.00000878882,0.00008432574,0.0003404916,0.0003044193,0.03957702,0.3505868,0.0001942925,0.001224218,0.00007321276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795259,0.00009857293,0.01904522,0.00003978785,0.000005500773,0.00003620501,0.0005368164,0.0001962478,0.0005157086],"genre_scores_gemma":[0.9808405,0.000138182,0.01739974,0.0000124268,0.000005593189,0.00003190195,0.0006537579,0.00004694656,0.0008709414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004123295,"threshold_uncertainty_score":0.008198619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728001897504059,"score_gpt":0.3740467852353143,"score_spread":0.3467667662602737,"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."}}