{"id":"W2562592477","doi":"","title":"Seminarium firm: Eaton, Alfa Laval oraz Ecolab dla branży sokowniczej","year":2015,"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":"Food science; 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":[0.003622577,0.002942993,0.003205954,0.001087322,0.001344324,0.001534987,0.003150275,0.002137705,0.00364117],"category_scores_gemma":[0.0008020495,0.003012658,0.001259545,0.002496951,0.0007286298,0.002176617,0.001803017,0.001917644,0.004599447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00338444,"about_ca_system_score_gemma":0.003306407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827418,"about_ca_topic_score_gemma":0.004319126,"domain_scores_codex":[0.9826798,0.002174776,0.003621009,0.003480422,0.003023628,0.005020322],"domain_scores_gemma":[0.9894202,0.0005151171,0.001489408,0.00389434,0.001400489,0.003280391],"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":[0.004383736,0.006328237,0.05703636,0.003410258,0.004905708,0.004650247,0.02657537,0.02718852,0.00416499,0.01885902,0.8171893,0.02530827],"study_design_scores_gemma":[0.009313044,0.001799358,0.001721904,0.0008331847,0.0008989575,0.0005080081,0.0146025,0.005599566,0.008661476,0.002625292,0.9493695,0.004067227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5413414,0.06945003,0.002456951,0.009374523,0.04496661,0.008437305,0.001243274,0.003479833,0.31925],"genre_scores_gemma":[0.7823901,0.00132296,0.0004926065,0.001479663,0.003622409,0.0007647923,0.0008849041,0.0006496456,0.2083929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410486,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767044531110915,"score_gpt":0.2606444008605096,"score_spread":0.2329739555494004,"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."}}