{"id":"W7029597487","doi":"","title":"Kilpaileva toiminta vuokratyössä : Työnantajan näkökulma","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Methodologies in Health Research and Practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sample (material)","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01912071,0.002565669,0.00414829,0.001278407,0.003152338,0.0003749319,0.004436424,0.005493494,0.3578952],"category_scores_gemma":[0.03201371,0.002338359,0.001117968,0.002252614,0.001341077,0.000532466,0.003896574,0.01301655,0.04349272],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586746,"about_ca_system_score_gemma":0.006833068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0052951,"about_ca_topic_score_gemma":0.002504556,"domain_scores_codex":[0.9489186,0.03415932,0.004034835,0.00344595,0.002913902,0.006527369],"domain_scores_gemma":[0.9506175,0.03548251,0.003384988,0.006273515,0.001319914,0.002921582],"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":[0.002155218,0.0007583265,0.0008477144,0.01198715,0.001193322,0.00164542,0.004247932,0.000009144171,0.0005376519,0.006347185,0.04780539,0.9224656],"study_design_scores_gemma":[0.002092012,0.0007120332,0.00159031,0.006941753,0.0004101002,0.0001960941,0.008362323,0.0001955067,0.0001814801,0.002923946,0.9742324,0.002162053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007328189,0.02718437,0.001514826,0.01460221,0.01895416,0.005666215,0.0007105397,0.0007597214,0.9298751],"genre_scores_gemma":[0.0007259618,0.03473273,0.02193663,0.006202689,0.007725211,0.001031746,0.0008200554,0.001659609,0.9251654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.926427,"threshold_uncertainty_score":0.9987972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3285695457856095,"score_gpt":0.5128458857146891,"score_spread":0.1842763399290796,"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."}}