{"id":"W2161940320","doi":"10.1186/1471-2164-5-73","title":"Microarrays for global expression constructed with a low redundancy set of 27,500 sequenced cDNAs representing an array of developmental stages and physiological conditions of the soybean plant","year":2004,"lang":"en","type":"article","venue":"BMC Genomics","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"North Central Soybean Research Program; United Soybean Board; National Science Foundation","keywords":"Biology; UniGene; DNA microarray; Complementary DNA; Genetics; Gene expression profiling; Expressed sequence tag; Gene expression; Gene; Computational biology; Microarray; cDNA library","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006349972,0.00009592761,0.0001425894,0.00001407384,0.00006777169,0.000005812455,0.0001388408,0.00008322622,0.000002861994],"category_scores_gemma":[0.00003296814,0.00006714379,0.00004487461,0.00005528388,0.0002618992,0.000004818537,0.00005202154,0.00003182717,4.874939e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002249743,"about_ca_system_score_gemma":0.0002898582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001223687,"about_ca_topic_score_gemma":0.00003442456,"domain_scores_codex":[0.999307,0.00003936881,0.0002411185,0.0002342584,0.00007127455,0.0001069309],"domain_scores_gemma":[0.9993808,0.000007974621,0.000277263,0.0002093644,0.00008674851,0.00003789613],"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":[0.0001747877,0.00003985526,0.01009782,0.00005727437,0.000016978,7.61266e-8,0.0001688263,0.0002376268,0.9889682,0.0001568164,0.00004373643,0.00003800619],"study_design_scores_gemma":[0.0008797012,0.000140071,0.0205172,0.00007206589,0.00001230074,0.00001265124,0.001407005,0.000008453865,0.9764859,0.0003132639,0.00006636621,0.00008499469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956157,0.00006322004,0.003433124,0.00001755089,0.00004019482,0.0002843442,0.0004921896,0.000003599515,0.00005008937],"genre_scores_gemma":[0.980919,0.00002138771,0.01873383,0.00001397572,0.00002122812,0.00001578805,0.0002558453,0.000006701535,0.00001223642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153007,"threshold_uncertainty_score":0.2738044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770748319691032,"score_gpt":0.2707734119914903,"score_spread":0.24306592879458,"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."}}