{"id":"W569176104","doi":"","title":"Skarven : – Produktutveckling av en oljedimavskiljare","year":2006,"lang":"sv","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Separator (oil production); Mechanical engineering; Engineering; Manufacturing engineering; Automotive engineering","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":[],"category_scores_codex":[0.001342871,0.0005760993,0.0007201793,0.001144305,0.0005881288,0.0004357714,0.00175989,0.0006838797,0.003099512],"category_scores_gemma":[0.001726295,0.0005490748,0.0001402625,0.001749108,0.001028962,0.00159981,0.0009892712,0.0005259772,0.0007210333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243946,"about_ca_system_score_gemma":0.0005007116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003039757,"about_ca_topic_score_gemma":0.0003848344,"domain_scores_codex":[0.9955177,0.0001703354,0.001498254,0.001249367,0.0006846487,0.0008797446],"domain_scores_gemma":[0.9957201,0.00003678353,0.0009854058,0.001867055,0.001227365,0.0001633028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003644332,0.001822341,0.00516545,0.001758309,0.000144856,0.00003523824,0.0002417796,0.0006303736,0.6067729,0.2260867,0.1440886,0.01288902],"study_design_scores_gemma":[0.000747194,0.0001497875,0.001114884,0.00029641,0.00008776602,0.00002424691,0.0001091837,0.0007134395,0.3371922,0.000366034,0.6586166,0.0005822101],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899615,0.003017357,0.004465701,0.04003228,0.009443133,0.00330251,0.004967382,0.003028599,0.032128],"genre_scores_gemma":[0.9679674,0.0001836383,0.01572172,0.0002767772,0.0008853346,0.0002778569,0.002778436,0.00007636638,0.0118325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514528,"threshold_uncertainty_score":0.9996961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521838809912613,"score_gpt":0.2502123196325191,"score_spread":0.234993931533393,"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."}}