{"id":"W3172838600","doi":"","title":"Bruk av linkarbeidere i barnevernet: en systematisk kartleggingsoversikt","year":2020,"lang":"no","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00911082,0.0003804689,0.0009252422,0.0005742542,0.003580964,0.0003428207,0.004923081,0.0004058189,0.006803917],"category_scores_gemma":[0.006149101,0.0004549208,0.0005401284,0.003729623,0.007683066,0.001444278,0.002656513,0.002173831,0.003036453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006428248,"about_ca_system_score_gemma":0.002727777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03458191,"about_ca_topic_score_gemma":0.007791932,"domain_scores_codex":[0.9815624,0.008110181,0.0004790905,0.001343578,0.006230437,0.00227428],"domain_scores_gemma":[0.9903966,0.005292134,0.000401045,0.0006497744,0.001017267,0.002243172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006903799,0.0004003032,0.01445893,0.002006784,0.0005963467,0.0009038924,0.5958919,0.00007937531,0.003975512,0.08318972,0.2865342,0.01127269],"study_design_scores_gemma":[0.001750518,0.001455268,0.0191008,0.0009344195,0.0000935428,0.000004047994,0.5238048,0.007398138,0.0001064213,0.01248203,0.431967,0.0009029738],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.132494,0.002245498,0.006171033,0.1395616,0.0008962147,0.005512351,0.001453104,0.0003753673,0.7112908],"genre_scores_gemma":[0.9827195,0.003846895,0.001895252,0.0001848468,0.0008950409,0.000002526099,0.00002802335,0.00004121424,0.01038674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8502254,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07177346274848764,"score_gpt":0.3345335557961314,"score_spread":0.2627600930476437,"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."}}