{"id":"W7011231492","doi":"","title":"Liberaalien arvojen rooli Suomen ulko- ja turvallisuuspolitiikassa: Tapaustutkimus Suomen ulko- ja turvallisuuspolitiikan viestintäaineistoista","year":2022,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Value (mathematics)","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004210142,0.004195814,0.004843976,0.002906883,0.005850754,0.00180351,0.006237955,0.002230326,0.5202334],"category_scores_gemma":[0.0009543192,0.004047127,0.002231352,0.001246263,0.006520265,0.0009523651,0.003253581,0.007597054,0.01471955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005005721,"about_ca_system_score_gemma":0.002639933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01573377,"about_ca_topic_score_gemma":0.006338192,"domain_scores_codex":[0.9748966,0.003210824,0.004058454,0.004739873,0.006230444,0.006863838],"domain_scores_gemma":[0.9866074,0.001798104,0.002228821,0.004653208,0.0008756937,0.003836825],"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":[0.001009883,0.003180295,0.0004478904,0.003305997,0.002519071,0.002366163,0.02700445,0.0001184745,0.00006258868,0.2330363,0.715135,0.01181388],"study_design_scores_gemma":[0.004377224,0.001700455,0.0002597993,0.0009024411,0.0009761326,0.0001892919,0.006142801,0.0001790638,0.00002417006,0.00248993,0.9782187,0.00454004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007675484,0.0150979,0.00001585223,0.003383942,0.00896087,0.004491221,0.005534779,0.00135194,0.953488],"genre_scores_gemma":[0.03147985,0.00358448,0.0001045753,0.003706891,0.01430008,0.00116214,0.00554472,0.002265277,0.937852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5055138,"threshold_uncertainty_score":0.9992327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434859625974651,"score_gpt":0.260416881767635,"score_spread":0.2260682855078885,"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."}}