{"id":"W2367222166","doi":"","title":"Advance of Hybrid Wheat Seed Production in Yunnan","year":2011,"lang":"en","type":"article","venue":"Seed","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Agronomy; Business; Agricultural engineering; Horticulture; Biology; Economics; Engineering","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":[0.0001464297,0.00009057677,0.0001288102,0.000007895088,0.00005124472,0.0000055474,0.0001194829,0.0000240168,0.00006308069],"category_scores_gemma":[0.00003420966,0.00003110747,0.00004072116,0.000226245,0.00004828549,0.0002035467,0.00003729742,0.0000769844,0.00001656634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000018836,"about_ca_system_score_gemma":0.000002962791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005060806,"about_ca_topic_score_gemma":0.0005307728,"domain_scores_codex":[0.9992564,0.00003524292,0.0001706172,0.0002481728,0.0001148944,0.0001747203],"domain_scores_gemma":[0.9997773,0.00001023883,0.0000758801,0.000052548,0.00005018641,0.0000339061],"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":[0.00005823871,0.0001909628,0.02392646,0.000009790526,0.000004246299,0.00000186072,0.0002138124,0.000003400305,0.9620692,0.0001055757,0.00003572806,0.01338071],"study_design_scores_gemma":[0.00005767429,0.0001562967,0.6477877,0.00001380247,0.000002752568,0.000003588784,0.0003160234,0.000003039326,0.3504557,0.0007602629,0.0003638524,0.00007932114],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973534,0.00008841095,0.000001118017,0.0007073762,0.0001747422,0.0002392058,0.000005104091,0.00003145411,0.001399152],"genre_scores_gemma":[0.9989227,0.00002504416,0.0001077398,0.0000418216,0.0001248967,0.00001092393,0.00001242345,4.511216e-7,0.0007539845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6238613,"threshold_uncertainty_score":0.1268526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085381161988953,"score_gpt":0.1942575032961057,"score_spread":0.1734036916762162,"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."}}