{"id":"W2278376625","doi":"","title":"Olipa kerran suomalaisuus","year":2006,"lang":"fi","type":"article","venue":"Doria (University of Helsinki)","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"],"category_scores_codex":[0.001720786,0.000220364,0.0004478146,0.0002244412,0.002135827,0.0001427084,0.00160982,0.0003642379,0.00548054],"category_scores_gemma":[0.000127319,0.0002789303,0.0003204828,0.001811902,0.00384697,0.001013927,0.0003145498,0.0003316955,0.000542216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003737852,"about_ca_system_score_gemma":0.0007779968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1377261,"about_ca_topic_score_gemma":0.03032735,"domain_scores_codex":[0.9958151,0.0005789087,0.0002544203,0.0005613355,0.001784566,0.0010057],"domain_scores_gemma":[0.998323,0.0002721441,0.0003362697,0.0003574234,0.000364815,0.0003463227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003546202,0.001375594,0.07211515,0.0002541383,0.0002578718,0.0005437286,0.101322,0.00008443389,0.004968893,0.6313923,0.1239315,0.06339978],"study_design_scores_gemma":[0.001039513,0.000230601,0.07176211,0.0001044296,0.00009025379,0.000002053461,0.06579717,0.0001714053,0.0001208577,0.01905677,0.8410446,0.0005802668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4955702,0.0006501377,0.0002298812,0.007702292,0.001689361,0.00043707,0.00007211463,0.00009816285,0.4935508],"genre_scores_gemma":[0.9453785,0.000528152,0.0009560096,0.00002680786,0.0008493395,2.224071e-7,0.00001151253,0.00001259602,0.05223688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.717113,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329815498200714,"score_gpt":0.2730343920732918,"score_spread":0.2497362370912846,"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."}}