{"id":"W7071962317","doi":"","title":"Ulkomaalaisen työntekijän työllistyminen Suomessa: maahantulo, verotus ja sosiaaliturva","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Work (physics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001893259,0.000710925,0.0008134805,0.0007848536,0.002695426,0.008651814,0.001055542,0.002010438,0.06044785],"category_scores_gemma":[0.003034478,0.0004101283,0.0007045047,0.0006670458,0.00226563,0.004846564,0.004210651,0.00408358,0.02336305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496728,"about_ca_system_score_gemma":0.003978357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575769,"about_ca_topic_score_gemma":0.007813076,"domain_scores_codex":[0.998233,0.0002982595,0.0001083658,0.0004008874,0.0006706053,0.0002888989],"domain_scores_gemma":[0.9982232,0.0004975328,0.0001803361,0.000191203,0.0005765859,0.0003312043],"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":[0.001580499,0.0007601976,0.00626599,0.00340477,0.0001686603,0.003222099,0.01492917,0.0005054739,0.1077839,0.1305909,0.1540102,0.5767782],"study_design_scores_gemma":[0.00001606814,0.0001284318,0.002183398,0.0003403437,0.00004393078,0.0007458492,0.002898857,0.0001654967,0.0131845,0.007776575,0.9724708,0.00004572598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08102469,0.06989753,0.02790476,0.05025883,0.01134453,0.000411951,0.001709531,0.001497781,0.7559505],"genre_scores_gemma":[0.2159737,0.03313109,0.01839228,0.01028781,0.002007354,0.0003887725,0.001455164,0.0009488294,0.7174149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06044785,"threshold_uncertainty_score":0.2022182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741230478832254,"score_gpt":0.2740922235312863,"score_spread":0.2466799187429638,"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."}}