{"id":"W3181790327","doi":"10.31367/2079-8725-2021-75-3-34-40","title":"Estimation of the parameters of the ecological adaptability of the alfalfa samples according to the traits ‘green mass productivity’ and ‘raw protein percentage’","year":2021,"lang":"en","type":"article","venue":"Grain Economy of Russia","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Productivity; Biology; Trait; Raw material; Perennial plant; Crop; Agronomy; Animal science; Ecology","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":[0.0005497097,0.0003429575,0.0002195817,0.001719708,0.0003756258,0.0004818036,0.0001339383,0.0002658326,0.0005269776],"category_scores_gemma":[0.00084047,0.0001198772,0.0004263883,0.001157252,0.0001546303,0.0002121559,0.0002504166,0.000177706,0.0002192264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448437,"about_ca_system_score_gemma":0.0001178941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785605,"about_ca_topic_score_gemma":0.006680192,"domain_scores_codex":[0.9995736,0.00006221011,0.00003589501,0.0001435818,0.0001413798,0.00004337816],"domain_scores_gemma":[0.9994134,0.00009068936,0.0001581016,0.00006972784,0.0002226793,0.00004544414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003193825,0.00005700038,0.8184193,0.00008794585,0.0002189861,0.0001880189,0.0006108324,0.001268934,0.1486931,0.0000700598,0.0001896417,0.02987673],"study_design_scores_gemma":[0.000002064352,0.00005592758,0.9874477,0.000004675227,0.00005198319,0.0001914891,0.0002387087,0.001085479,0.01025087,0.00003476722,0.0006279038,0.000008449191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964184,0.000190877,0.002346224,0.000008633331,0.00000275658,0.00000726912,0.000495919,0.00002325546,0.0005066811],"genre_scores_gemma":[0.9945961,0.0001025731,0.003106266,0.00001168812,0.000004631248,0.00001541888,0.001703193,0.00001197653,0.0004481313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003785605,"threshold_uncertainty_score":0.007527173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096125626270414,"score_gpt":0.1991641082085533,"score_spread":0.1782028519458492,"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."}}