{"id":"W2979493254","doi":"","title":"Konferencja firm Eaton, Alfa Laval i Ecolab dla branży sokowniczej","year":2016,"lang":"pl","type":"article","venue":"PRZEMYSŁ FERMENTACYJNY I OWOCOWO-WARZYWNY","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001699137,0.001699179,0.001326185,0.001133269,0.001436573,0.002906612,0.002267023,0.0006034541,0.04320889],"category_scores_gemma":[0.000974635,0.001391665,0.0005969278,0.00194121,0.000428072,0.008772242,0.002298897,0.0007208898,0.02491081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993702,"about_ca_system_score_gemma":0.0003164206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006492742,"about_ca_topic_score_gemma":0.0005443159,"domain_scores_codex":[0.9911283,0.000235728,0.002028861,0.002284863,0.002030542,0.002291704],"domain_scores_gemma":[0.994797,0.0005761047,0.001849391,0.001626614,0.0008834298,0.0002674498],"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":[0.001149207,0.003546369,0.3428605,0.00289994,0.00233084,0.0003254207,0.0007673412,0.00001859178,0.008613513,0.06187078,0.5053443,0.07027314],"study_design_scores_gemma":[0.005897137,0.0001691726,0.08529168,0.0008724818,0.00144707,0.00001601507,0.0007739614,0.000629017,0.0008596821,0.00583675,0.8956277,0.002579381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5229014,0.008799201,0.004174326,0.1169489,0.01958032,0.01140109,0.0007754898,0.003445121,0.3119742],"genre_scores_gemma":[0.9218149,0.001851832,0.0003028768,0.00648595,0.005783335,0.0001838113,0.0003943183,0.0003792444,0.06280372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3989135,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740260904441542,"score_gpt":0.2268590492962908,"score_spread":0.2094564402518753,"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."}}