{"id":"W1508092038","doi":"","title":"Breeding for Cold Tolerance in Chickpea","year":2009,"lang":"en","type":"article","venue":"Trends in Biosciences/Trends in biosciences","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crop; Legume; Agronomy; Biology; Productivity; Cold stress; Non-invasive ventilation; Crop yield; Forensic science; Yield (engineering); Insomnia; Crop production; Biotechnology; Agriculture; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018433,0.0003355842,0.0004237804,0.0004397995,0.0003567852,0.0001392185,0.001067504,0.0001455819,0.000192197],"category_scores_gemma":[0.00004688016,0.0001587356,0.0001203364,0.005603189,0.0007818635,0.0004022977,0.000134993,0.0001958521,0.000006404482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234948,"about_ca_system_score_gemma":0.00001120872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005445473,"about_ca_topic_score_gemma":0.01320901,"domain_scores_codex":[0.9966039,0.00006509267,0.0006078623,0.00107442,0.0005729692,0.001075726],"domain_scores_gemma":[0.9994488,0.0001355113,0.0001492323,0.0001169626,0.00001539909,0.0001340795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004028315,0.0005193917,0.3471777,0.000004364871,0.000001460806,0.00001105921,0.0008293957,0.0002775975,0.1635176,0.0008334705,0.0004594192,0.4863283],"study_design_scores_gemma":[0.0004335161,0.0008478916,0.988734,0.00005519726,0.000002763828,0.000003704793,0.001565452,0.001043819,0.003045524,0.0006386155,0.003203803,0.0004257093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872277,0.0005363484,0.000002994919,0.004764826,0.0004714494,0.0001490126,0.00003939469,0.00004123735,0.006766987],"genre_scores_gemma":[0.9974003,0.0001902108,0.0007765754,0.0005124576,0.0001143507,0.00004429939,0.00001149593,0.000001347787,0.0009489665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6415563,"threshold_uncertainty_score":0.7370938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085568253785109,"score_gpt":0.2717049533954216,"score_spread":0.2308492708575705,"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."}}