{"id":"W2903620010","doi":"10.30766/2072-9081.2016.54.5.04-09","title":"Sources of economically valuable traits for covered oat breeding","year":2016,"lang":"en","type":"article","venue":"Agricultural science Euro-North-East","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Abiotic component; Biology; Agronomy; Maturity (psychological); Grain yield; Grain quality; Yield (engineering); Geography; Ecology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005279495,0.0003636965,0.0004101233,0.00002700259,0.0008165397,0.0001926307,0.001093807,0.00008492311,0.000160944],"category_scores_gemma":[0.0002740007,0.000100795,0.0002648142,0.001000779,0.0006247587,0.001449965,0.0002749486,0.0001151421,0.00005576457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358036,"about_ca_system_score_gemma":0.00004057615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001016095,"about_ca_topic_score_gemma":0.0007330157,"domain_scores_codex":[0.9968963,0.00005585342,0.0005630787,0.0009623992,0.0006112566,0.0009111738],"domain_scores_gemma":[0.9984379,0.00020677,0.0004125177,0.0001090846,0.000498682,0.0003350672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004528135,0.0001110335,0.008830372,0.00001164889,0.00001668256,7.001977e-7,0.0001560683,0.0000273556,0.9301782,0.0003673141,0.001222648,0.05903275],"study_design_scores_gemma":[0.0004154179,0.0008751615,0.9344406,0.00004598513,0.00003471284,0.00002555868,0.0007675816,0.00001555652,0.05539562,0.0001625874,0.00731692,0.0005043513],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936911,0.00006655607,0.0000173672,0.004278169,0.0003005291,0.000764871,0.0002451045,0.0001015332,0.0005347945],"genre_scores_gemma":[0.9976789,0.00002529841,0.000167629,0.0001334262,0.0006652749,0.0000477289,0.00003242799,0.000002138392,0.001247198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9256102,"threshold_uncertainty_score":0.6280246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738392411624671,"score_gpt":0.1964070021728482,"score_spread":0.1690230780566015,"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."}}