{"id":"W6996981002","doi":"","title":"6th International Scientific Conference on Hardwood Processing : PROCEEDINGS","year":2017,"lang":"en","type":"other","venue":"Jukuri (Luonnonvarakeskus Tietopalvelu)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centennial; Hardwood; Government (linguistics); Work (physics); Wood processing; George (robot)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001569042,0.001258751,0.0008006957,0.001760799,0.001300573,0.005725144,0.001835804,0.001793142,0.2389424],"category_scores_gemma":[0.001864767,0.0002936703,0.0009828807,0.001489882,0.0006638735,0.002845187,0.002558379,0.002487304,0.1405617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300746,"about_ca_system_score_gemma":0.002855022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514012,"about_ca_topic_score_gemma":0.003014147,"domain_scores_codex":[0.998477,0.0001382901,0.00007230959,0.0002609833,0.0008734664,0.0001778749],"domain_scores_gemma":[0.9980651,0.0001258374,0.00007537318,0.0001695209,0.001047036,0.0005171194],"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":[0.00008049948,0.00009203821,0.0002588138,0.0005482282,0.00002041681,0.0001291714,0.00007743797,0.0001841009,0.003527272,0.004073268,0.8154874,0.1755214],"study_design_scores_gemma":[0.000003719958,0.00001626192,0.0003264712,0.00008140884,0.000006112655,0.00008789796,0.00003697748,0.00009135505,0.0006772099,0.0007023235,0.9979637,0.000006682993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005574007,0.09896021,0.01709634,0.02442784,0.1900042,0.0004742467,0.003840637,0.002759918,0.6568626],"genre_scores_gemma":[0.01534684,0.04437893,0.00802061,0.003252178,0.01902532,0.0002765413,0.006287817,0.0009566089,0.9024552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2389424,"threshold_uncertainty_score":0.799342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04702313960261674,"score_gpt":0.3072475764059698,"score_spread":0.2602244368033531,"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."}}