{"id":"W1509660091","doi":"","title":"Urzadzenia Alfa Laval w procesie produkcji papieru","year":2003,"lang":"pl","type":"article","venue":"PRZEGLĄD PAPIERNICZY","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002459798,0.001659326,0.001751721,0.000496509,0.001038279,0.000647967,0.001432506,0.001319214,0.003800941],"category_scores_gemma":[0.001648727,0.001636532,0.0007204199,0.001723515,0.0004060957,0.0008539173,0.0002825332,0.001222384,0.003068393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006469416,"about_ca_system_score_gemma":0.002047436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003994832,"about_ca_topic_score_gemma":0.00110091,"domain_scores_codex":[0.9890031,0.001665233,0.002093945,0.002420803,0.00159337,0.00322357],"domain_scores_gemma":[0.9942909,0.0003602119,0.0009075912,0.002545306,0.0007797855,0.00111619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001942685,0.005393936,0.0563519,0.009775287,0.00630048,0.004159214,0.01995214,0.05267867,0.009422841,0.5798594,0.1670437,0.08711975],"study_design_scores_gemma":[0.002669605,0.0004525032,0.0006239839,0.0003507193,0.0003485088,0.0002476014,0.001951331,0.000768527,0.01601698,0.00597927,0.9684761,0.002114932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07281082,0.09394974,0.001909639,0.00198869,0.01296592,0.003135161,0.0001356467,0.001389448,0.8117149],"genre_scores_gemma":[0.7125341,0.00216731,0.0006329754,0.0004515655,0.001397764,0.0004078394,0.0001052699,0.0003665167,0.2819367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8014324,"threshold_uncertainty_score":0.9999773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009615392602207111,"score_gpt":0.2160714100444447,"score_spread":0.2064560174422375,"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."}}