{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006696291,0.001100314,0.002050051,0.001260371,0.0002903944,0.0001407159,0.00176975,0.00168517,0.04176106],"category_scores_gemma":[0.0001676391,0.001109488,0.001078758,0.001623477,0.001960324,0.0002707767,0.001348678,0.002234959,0.01112477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006784669,"about_ca_system_score_gemma":0.000615204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224382,"about_ca_topic_score_gemma":0.0005813066,"domain_scores_codex":[0.9928594,0.0002485546,0.0008503588,0.001828973,0.002501054,0.001711697],"domain_scores_gemma":[0.9955586,0.0002210727,0.0005747487,0.001397852,0.0005491681,0.001698599],"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":[0.002147369,0.001871237,0.002103165,0.01444053,0.005564152,0.005935078,0.004741234,0.000001694914,0.0122418,0.002941492,0.819934,0.1280783],"study_design_scores_gemma":[0.003029486,0.0008056685,0.001247127,0.003250769,0.002205382,0.0001126335,0.00807864,0.0002353624,0.0008742093,0.0005170229,0.9785857,0.001058041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01509485,0.01099628,0.000742243,0.01485662,0.002516585,0.002434443,0.002875857,0.0004964525,0.9499867],"genre_scores_gemma":[0.06850856,0.002589687,0.0006415767,0.0003465126,0.001408633,0.000004852893,0.001556979,0.0003938903,0.9245493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1586517,"threshold_uncertainty_score":0.9996108,"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."}}