{"id":"W7071355985","doi":"","title":"SJÅ MEG, TRU MEG, HJELP MEG!","year":2016,"lang":"no","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Inorganic Fluorides and Related Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); First line; Lung disease","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001393257,0.0008209479,0.00125589,0.001286591,0.00224162,0.0001185108,0.003322787,0.00132012,0.01046126],"category_scores_gemma":[0.0004457934,0.0008677261,0.0009617424,0.000977124,0.001697967,0.0004145882,0.001185122,0.003926992,0.002083293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006649071,"about_ca_system_score_gemma":0.001802031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004288675,"about_ca_topic_score_gemma":0.001038492,"domain_scores_codex":[0.9922359,0.0007961686,0.0006436054,0.001631002,0.002688904,0.002004394],"domain_scores_gemma":[0.9936055,0.001691137,0.0006428515,0.001724726,0.001453338,0.0008824502],"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":[0.005096711,0.001126236,0.001342763,0.003906425,0.003844311,0.001945546,0.02769521,0.00001060528,0.8640075,0.01293914,0.05631101,0.02177452],"study_design_scores_gemma":[0.02478867,0.003766764,0.01951448,0.01624493,0.002498615,0.0002880074,0.1874283,0.004902429,0.1731848,0.04288057,0.5164929,0.008009452],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5502368,0.001817466,0.0008128745,0.001978126,0.001089111,0.001010371,0.001915423,0.0001976181,0.4409422],"genre_scores_gemma":[0.7760109,0.008317589,0.0008254276,0.0000210832,0.000712213,0.00000421664,0.003095366,0.0002136499,0.2107996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6908227,"threshold_uncertainty_score":0.9999764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104175772274964,"score_gpt":0.2652988098655701,"score_spread":0.2442570521428205,"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."}}