{"id":"W1966519625","doi":"10.4161/cc.21558","title":"Niche science","year":2012,"lang":"en","type":"article","venue":"Cell Cycle","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"National Institute on Aging","keywords":"Biology; Niche; Computational biology; Evolutionary biology; Cell biology; Ecology","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":[0.0007844794,0.0004227063,0.0003250922,0.001209718,0.001087853,0.002284513,0.001073544,0.001248535,0.05254649],"category_scores_gemma":[0.001152598,0.0001880782,0.0003034862,0.000831909,0.0008998836,0.001678962,0.001836272,0.001666904,0.01837879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292048,"about_ca_system_score_gemma":0.002141273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501733,"about_ca_topic_score_gemma":0.002794083,"domain_scores_codex":[0.9995894,0.00004685896,0.00001475213,0.0000812279,0.0002002557,0.00006747452],"domain_scores_gemma":[0.9994523,0.00005467142,0.00002770761,0.0000611278,0.0001734972,0.0002307256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001712096,0.00007783176,0.001600382,0.0007626142,0.00002812414,0.0004819933,0.0004374859,0.0005250874,0.0380891,0.3418495,0.1510861,0.4648905],"study_design_scores_gemma":[0.00001284147,0.00003135622,0.000674091,0.0001166193,0.000007716734,0.0004975009,0.0001541433,0.0003332977,0.00379264,0.03796453,0.9564062,0.000009225633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02290959,0.09528995,0.05937199,0.05068785,0.01493913,0.0002241744,0.002732925,0.001612259,0.752232],"genre_scores_gemma":[0.2987931,0.09761669,0.03778232,0.01507146,0.007590203,0.0004303899,0.00388946,0.0007181193,0.5381083],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05254649,"threshold_uncertainty_score":0.1757855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157482713858339,"score_gpt":0.2734944589449926,"score_spread":0.2619196318064092,"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."}}