{"id":"W765833387","doi":"","title":"Adiabatyczne chłodzenie wymienników wentylatorowych. System zraszania Alfa Laval","year":2011,"lang":"pl","type":"article","venue":"CHŁODNICTWO","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.001487563,0.001669438,0.00203663,0.0006511834,0.0009394858,0.0003471853,0.002087278,0.001477388,0.005526701],"category_scores_gemma":[0.0001772754,0.001680004,0.0009944272,0.001436579,0.0004249055,0.0009686377,0.00064339,0.0009918688,0.004200287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185208,"about_ca_system_score_gemma":0.0008409473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03042493,"about_ca_topic_score_gemma":0.00244627,"domain_scores_codex":[0.990333,0.0009608492,0.002296179,0.002107628,0.001173057,0.003129311],"domain_scores_gemma":[0.9937164,0.000208711,0.0009807051,0.00311531,0.0005873967,0.001391504],"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":[0.002173899,0.002989005,0.02208488,0.008297305,0.005773057,0.006967727,0.02940836,0.005706324,0.001888587,0.7903811,0.09492632,0.02940344],"study_design_scores_gemma":[0.005450394,0.0009511364,0.004901234,0.001788995,0.0008805196,0.0005247122,0.014941,0.006158709,0.009561246,0.000748353,0.9503642,0.003729539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1166209,0.03276281,0.001277085,0.0001904325,0.02361857,0.001324348,0.0001689491,0.001696841,0.8223401],"genre_scores_gemma":[0.9078781,0.0009569903,0.0002722543,0.0002181712,0.002577933,0.0002182354,0.0001264258,0.0004263458,0.08732553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8554378,"threshold_uncertainty_score":0.9998189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295422723870731,"score_gpt":0.1978987532543644,"score_spread":0.1749445260156571,"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."}}