{"id":"W7053465040","doi":"","title":"Vastuullisten materiaalien käyttö lähituotannossa: Case: Finnero Oy","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Population","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006895004,0.001704466,0.001632733,0.0004380948,0.000884017,0.0005110439,0.001906392,0.0009475671,0.2176109],"category_scores_gemma":[0.0001056187,0.001642895,0.0006264503,0.0009022932,0.0004348127,0.0002349558,0.001326189,0.001770891,0.01175861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006635365,"about_ca_system_score_gemma":0.0001275283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136836,"about_ca_topic_score_gemma":0.0002260711,"domain_scores_codex":[0.9936181,0.0003475182,0.001542894,0.001583343,0.0009272732,0.001980866],"domain_scores_gemma":[0.9956562,0.0003163715,0.0004542228,0.002751543,0.000120974,0.0007006954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003354363,0.001032648,0.00007443492,0.004065152,0.00234457,0.007941435,0.002386528,0.009445776,0.003754998,0.05661681,0.0233857,0.8886165],"study_design_scores_gemma":[0.0007462821,0.000227881,0.0000598083,0.0002047876,0.0004386828,0.001940801,0.0007699955,0.004236756,0.000143912,0.0006021456,0.9886707,0.001958248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006408825,0.004057658,0.000589519,0.001382262,0.0017102,0.001903938,0.001577086,0.001385819,0.9809847],"genre_scores_gemma":[0.04509445,0.0007900835,0.001615766,0.0003774495,0.00146976,0.001202873,0.0004783648,0.001562551,0.9474087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.965285,"threshold_uncertainty_score":0.9995702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851300070889282,"score_gpt":0.2284673814680506,"score_spread":0.2099543807591578,"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."}}