{"id":"W2282636377","doi":"10.33354/smst.75221","title":"eTrial – Viljelijöiden täsmäviljelytekniikat koeruutututkimuksessa","year":2016,"lang":"fi","type":"article","venue":"Suomen Maataloustieteellisen Seuran Tiedote","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.00122772,0.001438454,0.001159916,0.0005242944,0.0007565235,0.0005141731,0.002375781,0.0006706337,0.05624508],"category_scores_gemma":[0.0002698305,0.001110648,0.0007052651,0.001446258,0.001791192,0.001881348,0.001757331,0.0006054348,0.1185768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000938147,"about_ca_system_score_gemma":0.0001303024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098506,"about_ca_topic_score_gemma":0.0002948294,"domain_scores_codex":[0.991195,0.0004985931,0.001516235,0.002102686,0.001916525,0.002770998],"domain_scores_gemma":[0.9953679,0.0005299271,0.0007036979,0.00225433,0.00006573198,0.001078415],"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":[0.001895155,0.0007673019,0.02979737,0.0004845641,0.0008293617,0.0008691857,0.002393966,0.00064086,0.02013513,0.00744473,0.6219398,0.3128026],"study_design_scores_gemma":[0.005378241,0.0006487143,0.005388596,0.0003375454,0.0004148359,0.00004529589,0.0001244227,0.0009412773,0.001279384,0.001337942,0.9819248,0.002178883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3830869,0.002064929,0.001186433,0.01200298,0.01193567,0.004513703,0.002917749,0.001210048,0.5810816],"genre_scores_gemma":[0.5906273,0.002200787,0.0003335683,0.0007918327,0.002357179,0.00005485293,0.0001002058,0.0002418884,0.4032924],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.359985,"threshold_uncertainty_score":0.9998365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466134000689728,"score_gpt":0.2358791428678243,"score_spread":0.221217802860927,"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."}}