{"id":"W4405135948","doi":"10.22584/nr56.2024.008","title":"Issittumi paasinnittaatsinik misissuineq: Oqaluttuarisaaneq pillugu ilinniartitsineq aqqutigalugu nunasiaataanerup oqaluttuarisaanerani pullaviit apeqquserlugit","year":2024,"lang":"fi","type":"article","venue":"The Northern Review","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.01596745,0.001509903,0.002130582,0.000312452,0.003856193,0.002758918,0.00615495,0.000730827,0.01476374],"category_scores_gemma":[0.003241466,0.001033223,0.001568242,0.007894318,0.005373976,0.001582403,0.0009144683,0.002801332,0.02005595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127801,"about_ca_system_score_gemma":0.003764474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457061,"about_ca_topic_score_gemma":0.01174845,"domain_scores_codex":[0.9804735,0.005024184,0.002571994,0.0024839,0.005729934,0.003716455],"domain_scores_gemma":[0.9916609,0.002590749,0.0007460522,0.002495498,0.0009900838,0.001516749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005455293,0.0004312426,0.002239062,0.00645719,0.0006325198,0.0004744161,0.03039782,0.00002555586,0.0001774877,0.01111814,0.1396115,0.8083805],"study_design_scores_gemma":[0.0002523882,0.0002603523,0.0007442908,0.01130716,0.0008757493,0.00007182229,0.00577558,0.0003887071,0.00003269463,0.002639867,0.97635,0.001301359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01362821,0.7430468,0.00007468164,0.1288337,0.005013726,0.004961358,0.0002253797,0.0008914589,0.1033248],"genre_scores_gemma":[0.2656389,0.6410756,0.0002483927,0.008119229,0.008337609,0.0005217488,0.0001081173,0.0004201923,0.07553019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8367386,"threshold_uncertainty_score":0.999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608275133966064,"score_gpt":0.3907049079731023,"score_spread":0.3346221566334417,"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."}}