{"id":"W7115257185","doi":"","title":"Pirkanmaan vesienhoidon toimenpideohjelma vuosille 2022-2027","year":2022,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Social assistance","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00141808,0.00161454,0.002556713,0.002787668,0.001711422,0.00009882102,0.003826339,0.001400032,0.5336331],"category_scores_gemma":[0.0001318927,0.002444492,0.001420872,0.003284001,0.001354957,0.0007356465,0.003192234,0.002249062,0.03753457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763988,"about_ca_system_score_gemma":0.001160205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005910078,"about_ca_topic_score_gemma":0.003118846,"domain_scores_codex":[0.9907082,0.001436377,0.0007753824,0.002588039,0.002648087,0.001843937],"domain_scores_gemma":[0.9931007,0.0003230431,0.002370207,0.003039609,0.0003740798,0.0007923354],"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":[0.001380418,0.001766365,0.001928799,0.0008187938,0.002729704,0.002087672,0.007118733,0.000125922,0.007854324,0.01099988,0.9553137,0.007875646],"study_design_scores_gemma":[0.004833683,0.0008639529,0.002632261,0.0003770299,0.001417834,0.00007425412,0.01177795,0.0001565919,0.0001267266,0.000374236,0.9751825,0.002182952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02147339,0.006319398,0.0001686121,0.001268931,0.006178416,0.002451924,0.006905959,0.000812797,0.9544206],"genre_scores_gemma":[0.01127821,0.001278888,0.002165877,0.0001758041,0.00100952,0.000003812372,0.002129552,0.001633215,0.9803251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4960985,"threshold_uncertainty_score":0.9998963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009861012854295368,"score_gpt":0.1939871118410089,"score_spread":0.1841260989867135,"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."}}