{"id":"W7115408405","doi":"","title":"Valtion tuki alueiden pilaantuneisuuden selvittämiseenja pilaantuneiden alueiden puhdistamiseen","year":2020,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Work (physics); Quarter (Canadian coin)","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001617087,0.003026866,0.004782951,0.00258125,0.001371175,0.0004280456,0.006161224,0.003083629,0.05202761],"category_scores_gemma":[0.0004475121,0.004270798,0.002336456,0.003671107,0.00226561,0.002213511,0.002969591,0.002796256,0.07424635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012009,"about_ca_system_score_gemma":0.001837981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009524204,"about_ca_topic_score_gemma":0.002580304,"domain_scores_codex":[0.9852429,0.001921425,0.001786345,0.004310465,0.003997829,0.002741053],"domain_scores_gemma":[0.9881288,0.000540473,0.004598541,0.003548217,0.0009631516,0.002220769],"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":[0.005533621,0.002215872,0.006640031,0.005000883,0.009944363,0.004528332,0.0188533,0.0002575355,0.0256427,0.007421156,0.900824,0.01313824],"study_design_scores_gemma":[0.009195172,0.001031752,0.01312754,0.002793989,0.005176099,0.000112526,0.008813297,0.00205394,0.0005320744,0.00130481,0.9513848,0.00447398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03148938,0.007170598,0.003655323,0.007479266,0.007131117,0.0100853,0.01949812,0.004185697,0.9093052],"genre_scores_gemma":[0.1338521,0.004263202,0.007693502,0.0004726723,0.004778021,0.00000850683,0.006248673,0.004639863,0.8380435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1023627,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682248971749321,"score_gpt":0.2093182529338671,"score_spread":0.1924957632163738,"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."}}