{"id":"W847563838","doi":"","title":"Seminarium firm Eaton Filtration, Tetra Pak, Alfa Laval i Ecolab dla branży sokowniczej","year":2013,"lang":"pl","type":"article","venue":"PRZEMYSŁ FERMENTACYJNY I OWOCOWO-WARZYWNY","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tetra; Filtration (mathematics); Mathematics; Chemistry; Statistics; Medicinal chemistry","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001691128,0.002634464,0.002529337,0.0009504363,0.001875778,0.002216695,0.00247045,0.001941868,0.01980162],"category_scores_gemma":[0.0004923796,0.002666526,0.001204589,0.002026123,0.0006095252,0.003161991,0.0008844619,0.001738822,0.006490085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909531,"about_ca_system_score_gemma":0.001433496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02853301,"about_ca_topic_score_gemma":0.003361058,"domain_scores_codex":[0.9850129,0.001609416,0.003630657,0.003133722,0.002215663,0.004397579],"domain_scores_gemma":[0.9916291,0.0007481995,0.00137746,0.0032986,0.001166937,0.001779756],"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":[0.001168946,0.00672024,0.07570411,0.005003147,0.004855764,0.001169118,0.0183593,0.01717998,0.03301223,0.01776683,0.769779,0.0492813],"study_design_scores_gemma":[0.007912305,0.002066975,0.02253323,0.001300571,0.0009733294,0.0004182397,0.01492318,0.01314382,0.02985262,0.004205891,0.8967472,0.005922661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7336136,0.03041312,0.003081809,0.0108208,0.0250226,0.01241921,0.0008746783,0.002774041,0.1809802],"genre_scores_gemma":[0.8098327,0.001603542,0.0004836697,0.001489129,0.002710859,0.001828084,0.001083012,0.000502998,0.180466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269681,"threshold_uncertainty_score":0.9994236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00784402407462129,"score_gpt":0.2182068538976716,"score_spread":0.2103628298230503,"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."}}