{"id":"W7067341458","doi":"","title":"Lowell Suomi Oy asiakaspalvelutiimin henkilöstön työhyvinvointi","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Financial management; Quarter (Canadian coin)","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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.01436636,0.002379319,0.002604606,0.003375101,0.0007314295,0.006217862,0.009836222,0.001275972,0.06498683],"category_scores_gemma":[0.002899327,0.001953304,0.001789248,0.004928091,0.001389182,0.0007075552,0.006602322,0.002128226,0.4150622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717028,"about_ca_system_score_gemma":0.0006296708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008823436,"about_ca_topic_score_gemma":0.0006098,"domain_scores_codex":[0.9794531,0.001365852,0.003540493,0.006641171,0.006003481,0.002995937],"domain_scores_gemma":[0.9853553,0.002006279,0.00171053,0.009170097,0.0005313043,0.001226508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001155029,0.0003808434,0.00004427088,0.0004241145,0.000648464,0.0006160826,0.001315157,0.000112535,0.00005926309,0.009167157,0.2918706,0.695246],"study_design_scores_gemma":[0.0007806906,0.000210004,0.0002734559,0.00204928,0.0006148429,0.00010598,0.002249512,0.005100821,0.00009681139,0.02525648,0.9611105,0.002151566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008391272,0.008152139,0.004932892,0.004424058,0.02339959,0.001732343,0.001002308,0.001289153,0.9542284],"genre_scores_gemma":[0.01478907,0.0004721475,0.00273889,0.0009107367,0.002651419,0.00008297993,0.0002459608,0.001093317,0.9770155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6930944,"threshold_uncertainty_score":0.9988945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07614319625835922,"score_gpt":0.3371473098990074,"score_spread":0.2610041136406482,"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."}}