{"id":"W7039001057","doi":"","title":"Kiertotalous Suomen metsäteollisuuden innovaatiotominnassa","year":2020,"lang":"fi","type":"other","venue":"LUTPub (LUT University)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Quarter (Canadian coin); Poverty","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":[0.0004288037,0.0007526758,0.001059638,0.001366936,0.0003972061,0.0004721873,0.00230214,0.0007404463,0.03901751],"category_scores_gemma":[0.0001712457,0.000830566,0.0003291371,0.003064211,0.0005818564,0.0004554905,0.001405499,0.0007785901,0.01243312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005873321,"about_ca_system_score_gemma":0.001018096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322964,"about_ca_topic_score_gemma":0.0003872212,"domain_scores_codex":[0.9951856,0.0004440652,0.0004360922,0.001448882,0.0011359,0.001349448],"domain_scores_gemma":[0.9974844,0.000154787,0.0004602661,0.0009252975,0.0002241146,0.0007511516],"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":[0.001428961,0.00177091,0.003264917,0.003057825,0.002507592,0.01456545,0.003773092,0.00006600778,0.1399827,0.187703,0.5865512,0.05532831],"study_design_scores_gemma":[0.001258456,0.0002207658,0.000350014,0.0002340497,0.0001489668,0.00001215164,0.0004385093,0.000173412,0.002348554,0.00009448628,0.9938003,0.0009203408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009868792,0.0005627986,0.0004226845,0.001671607,0.001253525,0.001067559,0.0005867011,0.0003528874,0.9842135],"genre_scores_gemma":[0.02283254,0.000902521,0.001205171,0.0002547063,0.0008549227,0.000003365262,0.0001132242,0.0003260995,0.9735075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4072491,"threshold_uncertainty_score":0.9994145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863711883486213,"score_gpt":0.2312658143111694,"score_spread":0.2126286954763073,"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."}}