{"id":"W979597155","doi":"","title":"Chłodnice powietrza ALFA LAVAL - panorama produktów","year":2005,"lang":"pl","type":"article","venue":"Technika Chłodnicza i Klimatyzacyjna","topic":"Engine and Fuel Emissions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Panorama; Environmental science; Computer science; Artificial intelligence","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.000976758,0.001697892,0.00148958,0.0007829854,0.000575539,0.0003899704,0.001854834,0.001301086,0.003250166],"category_scores_gemma":[0.0003918663,0.00179695,0.0007784479,0.001880773,0.0003049781,0.001214373,0.000686837,0.002517684,0.007022695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679717,"about_ca_system_score_gemma":0.0003133108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001590489,"about_ca_topic_score_gemma":0.00007548412,"domain_scores_codex":[0.9925295,0.000123808,0.001846516,0.001639622,0.001167549,0.002693021],"domain_scores_gemma":[0.9951928,0.0002733354,0.0003458236,0.002955697,0.000257012,0.000975378],"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":[0.0002386005,0.002949398,0.002716714,0.003506398,0.001537311,0.000434378,0.004007774,0.0258798,0.09238866,0.01390872,0.6385514,0.2138809],"study_design_scores_gemma":[0.001948595,0.0003071985,0.002020661,0.0008299688,0.0004568375,0.0002073335,0.0002971022,0.0284172,0.02310285,0.0004001567,0.9392827,0.002729454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1088859,0.0823957,0.01784356,0.03194448,0.008558211,0.008640315,0.001603836,0.02756806,0.71256],"genre_scores_gemma":[0.9358827,0.008168587,0.03122417,0.00123168,0.003842526,0.0003112901,0.00027601,0.0008345818,0.01822839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8269969,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624998846845869,"score_gpt":0.230864508970821,"score_spread":0.2212395101239752,"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."}}