{"id":"W2483305529","doi":"","title":"Forbedring av væskebehandler ved ny dekanter","year":2015,"lang":"sv","type":"dissertation","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002156935,0.001433399,0.001547715,0.001005695,0.001949955,0.0009896314,0.002087823,0.0008995163,0.004830361],"category_scores_gemma":[0.001109269,0.001402681,0.0009152843,0.001511516,0.0006035129,0.001142319,0.0004622553,0.001260584,0.01401711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007719473,"about_ca_system_score_gemma":0.0006330395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299076,"about_ca_topic_score_gemma":0.009441068,"domain_scores_codex":[0.9907988,0.0009005741,0.001822128,0.001843923,0.002862123,0.001772436],"domain_scores_gemma":[0.9946654,0.0004953433,0.00129382,0.0009248789,0.001838114,0.0007824422],"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":[0.002179157,0.003303455,0.01439555,0.002949092,0.006177011,0.001514712,0.2266333,0.0001834382,0.01728753,0.1312491,0.5421804,0.0519472],"study_design_scores_gemma":[0.003650145,0.0007238078,0.04688092,0.002777409,0.0009083925,0.0000208457,0.03151116,0.0003276703,0.0009293227,0.002850523,0.9054232,0.00399667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2921622,0.005172721,0.00008513997,0.0005642697,0.01009641,0.001443144,0.0004753549,0.0002752242,0.6897255],"genre_scores_gemma":[0.6922879,0.002455809,0.0001760576,0.0006009697,0.003258512,0.0001338472,0.0008680795,0.0002469412,0.2999718],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4001257,"threshold_uncertainty_score":0.9998416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565382528333507,"score_gpt":0.3297505015970931,"score_spread":0.2840966763137581,"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."}}