{"id":"W7021014524","doi":"","title":"Metsonsoidinten huomioiminen metsätaloudessa","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003296888,0.0004658973,0.0003538793,0.0004952821,0.001150201,0.002560189,0.0004593368,0.0005709287,0.068331],"category_scores_gemma":[0.0005214181,0.0002706884,0.0004319481,0.0003853611,0.0005490404,0.001336384,0.00201212,0.001332217,0.01412969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122359,"about_ca_system_score_gemma":0.001434858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202107,"about_ca_topic_score_gemma":0.009233728,"domain_scores_codex":[0.9997011,0.00002782802,0.00002043243,0.00007301666,0.000115767,0.00006190678],"domain_scores_gemma":[0.9997149,0.00005491255,0.00003444506,0.00002628446,0.0001099981,0.00005940073],"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":[0.00205708,0.000587613,0.007170624,0.0025149,0.0001000972,0.002168166,0.004086355,0.0005542894,0.4415174,0.0577847,0.03329288,0.4481658],"study_design_scores_gemma":[0.00002408162,0.0003551741,0.006801972,0.0002603696,0.00005254073,0.0006406537,0.00214482,0.0003860901,0.1325475,0.003799962,0.8529328,0.00005414873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2243292,0.01413362,0.01637463,0.005055136,0.003518236,0.0003440292,0.002813597,0.001054181,0.7323773],"genre_scores_gemma":[0.2559728,0.007551888,0.01535338,0.001550316,0.0002331546,0.0002274009,0.002210495,0.0004782791,0.7164223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.068331,"threshold_uncertainty_score":0.22859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230328690287314,"score_gpt":0.2770663023744417,"score_spread":0.2447630154715685,"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."}}