{"id":"W2110858840","doi":"10.5539/jas.v3n2p230","title":"Combining Ability Studies for Development of New Hybrids over Environments in Sunflower (Helianthus annuus L.)","year":2011,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hybrid; Sunflower; Helianthus annuus; Biology; Inbred strain; Horticulture; Yield (engineering); Heterosis; Biotechnology; Veterinary medicine; Gene; Genetics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008055358,0.0005154845,0.0004427174,0.001236727,0.0003590033,0.0003896828,0.0003544274,0.0002442144,0.001022833],"category_scores_gemma":[0.000476871,0.0001605588,0.000805634,0.0006284114,0.0002215006,0.0002685082,0.0005165866,0.0005253099,0.0001807416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004153983,"about_ca_system_score_gemma":0.0002610365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008721506,"about_ca_topic_score_gemma":0.001501132,"domain_scores_codex":[0.9994286,0.0001093566,0.00006634191,0.0001708527,0.0001788183,0.00004602369],"domain_scores_gemma":[0.9993789,0.0001909219,0.0001624996,0.00005996109,0.00006630989,0.0001413289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001555166,0.0001425187,0.00544652,0.00003759265,0.00006660328,0.0001518949,0.0001455883,0.0001825984,0.9891283,0.00006358573,0.00001726368,0.004462023],"study_design_scores_gemma":[0.00005285962,0.006522259,0.5673175,0.00001654218,0.0005790382,0.001414498,0.0003657495,0.002112459,0.418162,0.000213245,0.00313749,0.0001064631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971036,0.0001899162,0.001806909,0.00001483936,0.000004712322,0.00003955366,0.0002659389,0.00004715624,0.0005272424],"genre_scores_gemma":[0.9911045,0.0002379743,0.00570639,0.00003503308,0.00001065961,0.00008216794,0.001570439,0.00004625364,0.001206632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001236727,"threshold_uncertainty_score":0.004260182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07369179226075752,"score_gpt":0.2777160583899772,"score_spread":0.2040242661292197,"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."}}