{"id":"W1183159490","doi":"","title":"Nowoczesna seria chłodnic Alfa Laval Optigo TM. W trosce o Srodowisko naturalne i Twoje koszty","year":2012,"lang":"pl","type":"article","venue":"CHŁODNICTWO","topic":"Engine and Fuel Emissions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007662229,0.00130667,0.00121079,0.0003394035,0.0004580926,0.0002057686,0.001054278,0.0009797387,0.002512934],"category_scores_gemma":[0.0002930318,0.001304338,0.0007048398,0.001030736,0.0001821636,0.001281343,0.0004394897,0.002160199,0.003345004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004188826,"about_ca_system_score_gemma":0.000175482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357449,"about_ca_topic_score_gemma":0.00002418356,"domain_scores_codex":[0.9942647,0.0001632414,0.001176974,0.0008916932,0.0007008351,0.002802577],"domain_scores_gemma":[0.9961104,0.0002775919,0.0002293052,0.001762313,0.0001638973,0.001456478],"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":[0.0002594408,0.002335867,0.02315407,0.003526235,0.00270661,0.0003180543,0.01086308,0.02901674,0.1437954,0.008260838,0.7508147,0.0249489],"study_design_scores_gemma":[0.003202977,0.0002252182,0.03251735,0.0007660603,0.0007379295,0.0002763817,0.000543969,0.02482915,0.01739717,0.0002033403,0.91597,0.003330455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6545983,0.1429311,0.004273912,0.007927999,0.03967094,0.003085991,0.001121243,0.004818447,0.141572],"genre_scores_gemma":[0.9705212,0.005291153,0.00447043,0.0006396788,0.005367377,0.00007246943,0.0002316399,0.0004245331,0.01298149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159229,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314418879903534,"score_gpt":0.2361020753671128,"score_spread":0.2229578865680774,"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."}}