{"id":"W7010894674","doi":"","title":"Kieliorientaatiot ja subjektipositiot maahanmuuttajataustaisiksi kategorisoitujen lasten ja nuorten kanssa työskentelevien sosiaalialan ammattilaisten haastatteluissa","year":2024,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; 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":[0.000939844,0.0004420571,0.0003826678,0.0005832954,0.002910512,0.005574078,0.0005826583,0.0009362347,0.03616668],"category_scores_gemma":[0.002254114,0.0003283369,0.0004381404,0.0005671897,0.002223317,0.002553109,0.002297066,0.001853507,0.00535816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002790296,"about_ca_system_score_gemma":0.003284398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009961537,"about_ca_topic_score_gemma":0.02753093,"domain_scores_codex":[0.9990308,0.0002429983,0.00005545223,0.0001815616,0.0003154125,0.0001737104],"domain_scores_gemma":[0.9990168,0.0003121101,0.0001372052,0.00008409122,0.0002368957,0.0002129742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003548757,0.0006529983,0.09035873,0.001337996,0.000156212,0.003456348,0.341163,0.0002442766,0.01705297,0.2859143,0.04671572,0.2125926],"study_design_scores_gemma":[0.00002946919,0.000167755,0.1738184,0.000624185,0.0001291666,0.001114629,0.1672632,0.0002579524,0.007358549,0.03564665,0.6134801,0.0001098753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.411656,0.004122746,0.006198133,0.01054582,0.0006150508,0.0001954644,0.0009319402,0.0002195335,0.5655154],"genre_scores_gemma":[0.7908738,0.00236511,0.003609535,0.001162375,0.0001068325,0.0001978488,0.0004805955,0.0001449153,0.2010591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03616668,"threshold_uncertainty_score":0.1209896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534314276072609,"score_gpt":0.2517450097794888,"score_spread":0.2364018670187627,"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."}}