{"id":"W2131441479","doi":"10.1016/j.ygcen.2010.01.012","title":"Peering into molecular mechanisms of action with frogSCOPE","year":2010,"lang":"en","type":"article","venue":"General and Comparative Endocrinology","topic":"Retinoids in leukemia and cellular processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Genome British Columbia","keywords":"Peering; Biology; Action (physics); Evolutionary biology; Computational biology; The Internet; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008649547,0.000471702,0.0006633897,0.0007001801,0.001175397,0.001891189,0.000833047,0.00114471,0.01886337],"category_scores_gemma":[0.00159607,0.0003507253,0.0007778528,0.0003794591,0.001064892,0.002626474,0.001239322,0.002221199,0.002678733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007485072,"about_ca_system_score_gemma":0.0006843461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147501,"about_ca_topic_score_gemma":0.001455172,"domain_scores_codex":[0.9993114,0.0001489256,0.00003304852,0.0001637743,0.0002308881,0.0001120279],"domain_scores_gemma":[0.9990599,0.0002566288,0.00009948391,0.0002373003,0.0001542191,0.0001926037],"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":[0.0005924981,0.00006599618,0.001301925,0.0002041829,0.00002717008,0.0005788215,0.0005733564,0.0003222948,0.9162875,0.03621072,0.002766068,0.04106951],"study_design_scores_gemma":[0.0001958279,0.001142458,0.02454348,0.0001638933,0.0001171625,0.002601439,0.001253829,0.004211439,0.7949299,0.01885977,0.1518583,0.0001225235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217738,0.01764464,0.08570774,0.005713976,0.002980675,0.0003836176,0.0006292922,0.002575462,0.1625908],"genre_scores_gemma":[0.8657338,0.004228095,0.02281719,0.0008392694,0.00032945,0.0001450422,0.000518715,0.0006252376,0.1047633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01886337,"threshold_uncertainty_score":0.06310427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652422302512121,"score_gpt":0.2732588560982347,"score_spread":0.2567346330731136,"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."}}