{"id":"W7115333645","doi":"","title":"Koetun elämänlaadun alueelliset erot ja Suomen sisäinen muuttoliike : Siirtolaisuusinstituutin alueellisen elämänlaatu- ja muuttokyselyn keskeiset havainnot","year":2024,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00308575,0.005282991,0.006890716,0.006870893,0.001581771,0.0008552455,0.007310983,0.005172418,0.05445249],"category_scores_gemma":[0.0003662708,0.006962203,0.00365742,0.00671302,0.005115411,0.002125732,0.004177506,0.005131307,0.1851616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003366751,"about_ca_system_score_gemma":0.002854563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387322,"about_ca_topic_score_gemma":0.008224372,"domain_scores_codex":[0.9781877,0.002006163,0.00282764,0.00683156,0.005057502,0.00508937],"domain_scores_gemma":[0.9845369,0.0006322827,0.004383807,0.006207212,0.001564499,0.002675339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004315381,0.004128903,0.001317994,0.008716498,0.0113263,0.01045723,0.01565772,0.0004955929,0.00942549,0.01319672,0.9054736,0.01548856],"study_design_scores_gemma":[0.007805231,0.0008962422,0.0008962814,0.005748073,0.006820525,0.0002880915,0.006881844,0.002265975,0.0004727546,0.001602127,0.9601488,0.006174029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03232128,0.01830803,0.0007706554,0.003261709,0.01206719,0.008225421,0.0453653,0.003317304,0.8763631],"genre_scores_gemma":[0.04616936,0.004573142,0.007379323,0.0003263998,0.003284337,0.00001738182,0.00668924,0.004919244,0.9266416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1307091,"threshold_uncertainty_score":0.999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641637222045554,"score_gpt":0.2223325071283777,"score_spread":0.2059161349079221,"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."}}