{"id":"W2384899402","doi":"","title":"Evaluation of Prolificacy, Adaptability and Stability of Maize Hybrid Jindan 999","year":2008,"lang":"en","type":"article","venue":"Seed","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adaptability; Stability (learning theory); Biology; Computer science; Ecology; Machine learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687159,0.00009242794,0.0001893245,0.000006088175,0.0001044223,0.000005827361,0.0001712864,0.00004572076,0.00002474787],"category_scores_gemma":[0.0003821874,0.00003209003,0.00004949461,0.0002467802,0.0003159987,0.0001267898,0.00005463365,0.00006530556,0.000002634937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002794109,"about_ca_system_score_gemma":0.00003524118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368129,"about_ca_topic_score_gemma":0.0003359544,"domain_scores_codex":[0.9983646,0.0002190218,0.0002655051,0.0002829118,0.0007112709,0.0001566569],"domain_scores_gemma":[0.9991456,0.0001570214,0.0001575858,0.00007940207,0.0003908018,0.00006959672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003984491,0.0002084008,0.764227,0.00001491395,0.000008135929,6.546775e-7,0.0003000097,0.000006437571,0.2263467,0.00004731545,0.00003980148,0.00876072],"study_design_scores_gemma":[0.0001284868,0.0001168349,0.9354984,0.000006231381,0.00001727456,0.00001117326,0.0002407023,0.0004021999,0.06291773,0.0005449347,0.00004704317,0.00006898957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985706,0.00009618046,0.000001442611,0.0001515719,0.00003845815,0.0004055306,0.00009338458,0.00001725301,0.0006255952],"genre_scores_gemma":[0.999817,0.00001288722,0.0000882295,0.000008039142,0.00002911956,0.00000852006,0.00002370968,2.800612e-7,0.00001223474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1712714,"threshold_uncertainty_score":0.1308593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05993136497674961,"score_gpt":0.2354014096124941,"score_spread":0.1754700446357445,"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."}}