{"id":"W7115419688","doi":"","title":"Työtä, palveluja ja luonnonläheisyyttä : maahanmuuttajien Suomen sisäiset muutot, asumistoiveet ja kotoutuminen 2000-luvulla","year":2012,"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); Context (archaeology); Work (physics)","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":[0.002203419,0.003351146,0.00461437,0.003742715,0.001469396,0.0002396344,0.005457674,0.003823762,0.1623897],"category_scores_gemma":[0.0001901973,0.004553044,0.002225631,0.003197346,0.003173253,0.001652059,0.002498335,0.002504817,0.1290903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00365861,"about_ca_system_score_gemma":0.001914711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008247687,"about_ca_topic_score_gemma":0.003617347,"domain_scores_codex":[0.9858737,0.001580418,0.001515071,0.003484985,0.00325014,0.004295681],"domain_scores_gemma":[0.9874266,0.0005216233,0.004100299,0.004491096,0.001164876,0.0022955],"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":[0.006176002,0.007477714,0.01202815,0.004835656,0.01395916,0.002999234,0.0368789,0.0001148013,0.01724197,0.006272171,0.8150482,0.07696803],"study_design_scores_gemma":[0.007647993,0.0005713284,0.006574519,0.00140949,0.003236796,0.0001307059,0.007347323,0.0002140167,0.0002319856,0.0002705856,0.9680692,0.00429606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03277143,0.007907077,0.0004308779,0.0009001893,0.00510676,0.00432531,0.01455822,0.001184478,0.9328157],"genre_scores_gemma":[0.03708877,0.001230238,0.005965776,0.0001537436,0.002673699,0.000008030255,0.003758758,0.002381951,0.946739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.153021,"threshold_uncertainty_score":0.9999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328859347754661,"score_gpt":0.1982378530491627,"score_spread":0.1849492595716161,"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."}}