{"id":"W7010729408","doi":"","title":"Kaukokartoitusaineiston luotettavuus metsätilan arvon määrityksessä","year":2020,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Work (physics); 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":[0.001887382,0.0009856743,0.0006331315,0.001098343,0.005038671,0.01127311,0.001783833,0.002192695,0.1732714],"category_scores_gemma":[0.003891454,0.000677396,0.0008031383,0.001034394,0.001840401,0.005186331,0.006425822,0.003095178,0.06775241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003973634,"about_ca_system_score_gemma":0.005581589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157361,"about_ca_topic_score_gemma":0.02621121,"domain_scores_codex":[0.9976509,0.0003518338,0.0001095139,0.0005063503,0.0008954943,0.0004858738],"domain_scores_gemma":[0.9972149,0.0005593263,0.0001759981,0.0003403433,0.001064971,0.0006443376],"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":[0.0009057359,0.0008675739,0.01259618,0.001385609,0.0000743172,0.001605926,0.02291067,0.001138729,0.02908978,0.1352342,0.2523957,0.5417955],"study_design_scores_gemma":[0.000009389967,0.00008629494,0.002451221,0.0001519973,0.00001936262,0.0001841452,0.003357175,0.000372021,0.005058754,0.003251333,0.9850233,0.00003499029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03593247,0.003845909,0.01544863,0.01012281,0.003704212,0.0002807593,0.001204771,0.002186525,0.927274],"genre_scores_gemma":[0.0925926,0.002510812,0.01055029,0.001579237,0.0004931663,0.0002202365,0.001049786,0.001132328,0.8898716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1732714,"threshold_uncertainty_score":0.5796505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638190008363545,"score_gpt":0.2676138493198382,"score_spread":0.2412319492362027,"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."}}