{"id":"W4409137911","doi":"10.23983/mv.159849","title":"Käytännön lääkkeitä informaatiohäiriöihin","year":2025,"lang":"fi","type":"article","venue":"Media & viestintä","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002708275,0.0004848382,0.0005346574,0.0009464045,0.003843719,0.009567073,0.0005266696,0.001751778,0.06759188],"category_scores_gemma":[0.00621808,0.0002398743,0.0002556752,0.0009934499,0.001547043,0.004156822,0.00241831,0.003165335,0.02387457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888416,"about_ca_system_score_gemma":0.005403742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004346078,"about_ca_topic_score_gemma":0.007266282,"domain_scores_codex":[0.9972501,0.0007111365,0.0001541395,0.0004347583,0.001033571,0.0004161748],"domain_scores_gemma":[0.9949051,0.0013693,0.0004046108,0.0003010114,0.002364249,0.0006557512],"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":[0.0005814355,0.0003871566,0.008034802,0.001210999,0.00006941559,0.001315838,0.02463666,0.0004672182,0.009770702,0.2732136,0.2235188,0.4567934],"study_design_scores_gemma":[0.00001145992,0.00004804293,0.002937204,0.0003199435,0.000018098,0.0002789032,0.004743207,0.000233378,0.002083061,0.005376988,0.9839174,0.0000322691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04537477,0.01246921,0.007436548,0.05345459,0.007987128,0.000152759,0.0006655153,0.000665872,0.8717936],"genre_scores_gemma":[0.2948307,0.009627989,0.008691956,0.006643139,0.001976684,0.0001738971,0.0006899768,0.0004455549,0.6769201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06759188,"threshold_uncertainty_score":0.2261174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821632867906779,"score_gpt":0.4180835076148698,"score_spread":0.369867178935802,"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."}}