{"id":"W7017414969","doi":"","title":"Autoilun hiilidioksidipäästöt 2030","year":2022,"lang":"fi","type":"other","venue":"LUTPub (LUT University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Government (linguistics); 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006014833,0.001974546,0.001896611,0.005907246,0.001472543,0.0002124955,0.004387219,0.001465533,0.426269],"category_scores_gemma":[0.0001669147,0.002790371,0.001298732,0.006480038,0.0009169857,0.0006203916,0.003411857,0.003059206,0.08918536],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007460548,"about_ca_system_score_gemma":0.00207145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087946,"about_ca_topic_score_gemma":0.001301042,"domain_scores_codex":[0.990328,0.001630129,0.0006627592,0.002965539,0.001899091,0.002514547],"domain_scores_gemma":[0.9939167,0.0002555051,0.001359106,0.003154467,0.0002470553,0.001067136],"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":[0.0006303383,0.00108907,0.001573264,0.000366369,0.002431548,0.008860759,0.001067531,0.0002430841,0.0007189001,0.04239319,0.9367834,0.003842594],"study_design_scores_gemma":[0.003384787,0.0003395573,0.0005773687,0.0002129025,0.001503094,0.00009717938,0.00189344,0.0001388123,0.00005852481,0.00008062208,0.9889587,0.002755027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009262161,0.002524136,0.00008538706,0.0004344453,0.002784115,0.001562046,0.003338729,0.001879876,0.986465],"genre_scores_gemma":[0.001149833,0.0007773424,0.000556394,0.0002578912,0.0008075734,0.00000567775,0.000951249,0.002502641,0.9929914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3370836,"threshold_uncertainty_score":0.9998308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166806115942629,"score_gpt":0.1806105766549271,"score_spread":0.1689425154955009,"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."}}