{"id":"W2140683239","doi":"10.1186/gb-2007-8-1-r6","title":"DiscoverySpace: an interactive data analysis application","year":2007,"lang":"en","type":"article","venue":"Genome biology","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Computer science; Suite; Traverse; Identification (biology); Serial analysis of gene expression; Graphical user interface; Data mining; Programming language; Gene expression profiling; Gene expression; Gene; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002727658,0.001861137,0.001282633,0.003631483,0.000684982,0.002248259,0.002439104,0.001012167,0.09010182],"category_scores_gemma":[0.006486622,0.00110494,0.001094783,0.002866898,0.0004916232,0.002340288,0.003937888,0.001709744,0.0361835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006449368,"about_ca_system_score_gemma":0.001393879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763377,"about_ca_topic_score_gemma":0.002396211,"domain_scores_codex":[0.9986042,0.0003264945,0.0001478306,0.0002715458,0.0005439066,0.000105946],"domain_scores_gemma":[0.9965423,0.002338318,0.0001515911,0.0003768472,0.0003933712,0.0001975942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001131001,0.0001602904,0.002531175,0.001513379,0.0002425844,0.0007236589,0.0003915273,0.003177942,0.01078213,0.007160249,0.8031977,0.1689884],"study_design_scores_gemma":[0.0009417113,0.0001290374,0.005121334,0.0003478895,0.0001430041,0.001218999,0.0002348793,0.05833707,0.02900258,0.04027949,0.8639476,0.0002964744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.002985044,0.0004018578,0.2648334,0.0006877895,0.0002058859,0.0006300794,0.07364177,0.6455596,0.01105464],"genre_scores_gemma":[0.07457158,0.001571683,0.5754716,0.002759529,0.0003854941,0.006899882,0.1951631,0.1023075,0.04086953],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09010182,"threshold_uncertainty_score":0.3014206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328216268060209,"score_gpt":0.3521180643323558,"score_spread":0.3288359016517537,"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."}}