{"id":"W6987594765","doi":"","title":"Talvivaaran varjossa Suomen mineraalistrategia","year":2016,"lang":"fi","type":"other","venue":"Doria (University of Helsinki)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); General practice; Value (mathematics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002078139,0.0005114508,0.0007199168,0.00051108,0.0001669581,0.00003929784,0.0007811838,0.0005402286,0.03276384],"category_scores_gemma":[0.000006981068,0.000552848,0.0003212677,0.0002387102,0.0002698427,0.0000980622,0.000235151,0.0003066836,0.003210002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894452,"about_ca_system_score_gemma":0.00005372695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007374255,"about_ca_topic_score_gemma":0.00014121,"domain_scores_codex":[0.998158,0.00008258867,0.000238783,0.0005347698,0.0004140477,0.0005718278],"domain_scores_gemma":[0.9986998,0.000057546,0.00026295,0.0007082751,0.00006053,0.0002108978],"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":[0.0003297551,0.0004721725,0.0004923196,0.00490132,0.005177965,0.001384469,0.01089834,0.001076913,0.005922271,0.05058695,0.8424298,0.07632776],"study_design_scores_gemma":[0.001427411,0.00008745284,0.000417972,0.0007653634,0.0002872993,0.000006119334,0.001941364,0.0005374071,0.00002929433,0.00008628857,0.9937393,0.0006747191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008120184,0.0006985125,0.00308484,0.0003638989,0.001381308,0.0003186811,0.0002168599,0.0002469787,0.9855688],"genre_scores_gemma":[0.05499886,0.0006513312,0.001041484,0.00001327447,0.0005779235,3.814533e-7,0.00007182323,0.0002037169,0.9424412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1513095,"threshold_uncertainty_score":0.9996923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008183857006799277,"score_gpt":0.1784907862607235,"score_spread":0.1703069292539242,"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."}}