{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"28b69476619d","filters":{"venue":"Media & viestintä"}},"results":[{"id":"W7118335557","doi":"10.23983/mv.177427","title":"Viestinnän teorian kenttä","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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Subject (documents); Government (linguistics)","authors":[{"name":"Saila Poutiainen","is_ca":false},{"name":"Mats Bergman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04709359928209821,"gpt":0.4129848398077537,"spread":0.3658912405256555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149674,0.0005936204,0.0004354497,0.0009514648,0.005076857,0.008697259,0.0007906043,0.001444448,0.03604224],"category_scores_gemma":[0.002478302,0.0003233388,0.0004410372,0.0008150132,0.004521189,0.005865547,0.004660345,0.003752404,0.01091907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004859843,"about_ca_system_score_gemma":0.003462724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008728934,"about_ca_topic_score_gemma":0.01977585,"domain_scores_codex":[0.9981868,0.0006517687,0.00008011144,0.0004254953,0.0004373192,0.0002185198],"domain_scores_gemma":[0.99873,0.0003111026,0.00009948513,0.0002133376,0.0004440984,0.0002019703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001751511,0.00008136803,0.00304957,0.0003951229,0.00002610842,0.0007315836,0.09842269,0.0001334341,0.00767279,0.7443872,0.04130339,0.1036217],"study_design_scores_gemma":[0.0000050955,0.00002537439,0.002058455,0.0001991588,0.00001083398,0.0004042113,0.01287265,0.0001238949,0.001317293,0.02137235,0.9615843,0.0000263415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03617932,0.005348498,0.01525136,0.009451349,0.002015566,0.00008505772,0.0004210624,0.0005721435,0.9306756],"genre_scores_gemma":[0.4241199,0.00332788,0.00937607,0.002330437,0.0006374714,0.0001437625,0.0006062895,0.0009742532,0.558484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03604224,"threshold_uncertainty_score":0.1205733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canarie","funders":"","keywords":"Psychology","authors":[{"name":"Pipsa Havula","is_ca":true},{"name":"Mikko Salo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04821632867906779,"gpt":0.4180835076148698,"spread":0.369867178935802,"validation_status":"score_only:v0-immature-baseline"},"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"},"labels":[],"label_agreement":null}]}