{"id":"W7058467589","doi":"","title":"Navigating challenges and enhancing efficiency in production planning","year":2024,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005361493,0.0006350569,0.0004420705,0.001565392,0.003465271,0.01369902,0.001936088,0.002045744,0.005632732],"category_scores_gemma":[0.01170107,0.0005862137,0.000589742,0.002593982,0.004612752,0.007276115,0.004923412,0.002412629,0.000928044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005598249,"about_ca_system_score_gemma":0.01137187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005009612,"about_ca_topic_score_gemma":0.005530269,"domain_scores_codex":[0.9916717,0.004637577,0.0003680598,0.0007713765,0.001592815,0.00095841],"domain_scores_gemma":[0.9899519,0.006826981,0.0009885323,0.0006454262,0.001154045,0.0004330543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008912777,0.000249657,0.006603443,0.00281208,0.00008468326,0.001267051,0.0431662,0.03196599,0.002958295,0.5309572,0.02033963,0.3595067],"study_design_scores_gemma":[0.00003545059,0.0001588787,0.005601017,0.002252639,0.00005300547,0.0008691085,0.06769828,0.0228438,0.00425956,0.3582244,0.5379159,0.00008798021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1964177,0.02411181,0.3591328,0.07658326,0.0007072957,0.0008326821,0.0003022368,0.000726798,0.3411854],"genre_scores_gemma":[0.8216392,0.01320247,0.1452035,0.001446482,0.0001843524,0.0004656589,0.0003096466,0.0001722368,0.01737652],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01369902,"threshold_uncertainty_score":0.0406183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478587116629755,"score_gpt":0.2634554787618594,"score_spread":0.2486696075955619,"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."}}