{"id":"W7056648871","doi":"","title":"Empirical analysis of job satisfaction determinants in Russia","year":2015,"lang":"en","type":"other","venue":"zvestiya of the National Academy of Sciences of Belarus (National Academy of Sciences of Belarus)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Articular cartilage damage; Demotion; Hyporeflexia; Tubulopathy; Dysgeusia","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":[],"category_scores_codex":[0.005501514,0.000368322,0.001254705,0.003322713,0.000144918,0.00001584752,0.002625872,0.0004166153,0.004972401],"category_scores_gemma":[0.0005999222,0.0002825404,0.0004611595,0.006068785,0.005868095,0.0002447047,0.000586419,0.0005773937,0.000003192438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005500363,"about_ca_system_score_gemma":0.00103981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227675,"about_ca_topic_score_gemma":0.00007239164,"domain_scores_codex":[0.9891648,0.0002666347,0.002091585,0.0007335406,0.007326805,0.0004166858],"domain_scores_gemma":[0.9945394,0.0009219838,0.003736965,0.00008242792,0.0005821266,0.0001371166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700091,0.001255121,0.796888,0.0007961265,0.001361045,2.051606e-7,0.0005492665,0.01403556,0.03974811,0.07736713,0.03699607,0.03083336],"study_design_scores_gemma":[0.001066903,0.0003186271,0.9415268,0.0009577739,0.0003884131,0.000002052284,0.0002940639,0.009892656,0.01952773,0.02140948,0.004148542,0.0004670027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.691255,0.001668846,0.0000428543,0.005357632,0.000140672,0.001699841,0.003652351,0.00002072125,0.2961621],"genre_scores_gemma":[0.9916936,0.00009240118,0.002210528,0.00006486419,0.00009719544,0.00002048666,0.000008134409,0.00002433865,0.005788497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3004386,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07160684133824012,"score_gpt":0.3883650553566052,"score_spread":0.3167582140183651,"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."}}