{"id":"W2044052841","doi":"","title":"Chłodnice powietrza Alfa Laval","year":2005,"lang":"pl","type":"article","venue":"Chłodnictwo : organ Naczelnej Organizacji Technicznej","topic":"Renewable energy and sustainable power systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.00323848,0.00336637,0.003388447,0.001678878,0.002087828,0.00112754,0.005273957,0.003548682,0.01549642],"category_scores_gemma":[0.001943034,0.003598788,0.001199893,0.00793709,0.0008942197,0.002221439,0.002299636,0.003132878,0.01186455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003317007,"about_ca_system_score_gemma":0.002464074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004996255,"about_ca_topic_score_gemma":0.003624151,"domain_scores_codex":[0.9826506,0.00129473,0.00416059,0.00400363,0.002592202,0.005298201],"domain_scores_gemma":[0.9878858,0.0007511246,0.00164806,0.006064447,0.00166933,0.001981187],"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":[0.001087295,0.005998402,0.008394383,0.002592026,0.004312112,0.002346245,0.009113437,0.00982628,0.07983768,0.1422166,0.6268311,0.1074445],"study_design_scores_gemma":[0.003958849,0.0005875023,0.0006754912,0.0005469014,0.0006532646,0.0008253131,0.002546043,0.001071543,0.1135563,0.0006715723,0.870916,0.003991192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2014432,0.1492885,0.01828955,0.03460133,0.03196181,0.009996538,0.00108634,0.02325862,0.5300741],"genre_scores_gemma":[0.838199,0.005372681,0.001522113,0.00238451,0.006957526,0.0001548859,0.0004132171,0.001457916,0.1435382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6367558,"threshold_uncertainty_score":0.9999094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005948113016380423,"score_gpt":0.2152681350436632,"score_spread":0.2093200220272828,"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."}}