{"id":"W7028759199","doi":"","title":"Hirveän ja kauhean käyttö ja merkitykset oppijansuomessa","year":2019,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical activity; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002378224,0.0005450743,0.0008491302,0.0002265262,0.0003388383,0.00008649388,0.002195518,0.0008709128,0.01416869],"category_scores_gemma":[0.00002340417,0.0003224201,0.0005037268,0.0006827245,0.0006387165,0.0003101995,0.001308493,0.0004563726,0.002988154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008710077,"about_ca_system_score_gemma":0.00001920108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289953,"about_ca_topic_score_gemma":0.001874693,"domain_scores_codex":[0.9975749,0.0001184767,0.0002389134,0.0008938774,0.0004987653,0.0006750229],"domain_scores_gemma":[0.9987389,0.00009494914,0.0005101393,0.0004227672,0.00009333853,0.0001398352],"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":[0.0002264576,0.0006827026,0.01200737,0.0007039231,0.001248547,0.0002366436,0.000997611,0.00001120372,0.004366164,0.01109372,0.4671604,0.5012652],"study_design_scores_gemma":[0.0004977157,0.0003661695,0.01820852,0.0002000274,0.0002052537,0.000002914757,0.005549794,0.0000345591,0.0001338518,0.0005349579,0.9735827,0.0006835671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.188949,0.001062713,0.00001630786,0.009919942,0.001105684,0.0009772816,0.0005413758,0.0004767325,0.796951],"genre_scores_gemma":[0.2156891,0.001229397,0.0002533107,0.00007951081,0.000171827,3.996339e-7,0.0002739147,0.00001226186,0.7822903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5064223,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550201224539295,"score_gpt":0.1609543605555715,"score_spread":0.1454523483101786,"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."}}