{"id":"W2775939089","doi":"10.24966/ggs-2485/100001","title":"Principles of Development","year":2016,"lang":"en","type":"article","venue":"Genetics & Genomic Sciences","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":390,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Field (mathematics); Computer science; Library science; Data science; History","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":[0.003783367,0.001163918,0.0007988898,0.001500442,0.002478084,0.00822795,0.002453864,0.002594727,0.02860257],"category_scores_gemma":[0.004709398,0.0005312529,0.0007367339,0.00121307,0.01131456,0.003838046,0.004597345,0.00452178,0.02637559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003786961,"about_ca_system_score_gemma":0.007280529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309618,"about_ca_topic_score_gemma":0.004268603,"domain_scores_codex":[0.996254,0.001036247,0.0002722039,0.0006483248,0.001480356,0.0003089055],"domain_scores_gemma":[0.9980407,0.0005328464,0.000114292,0.0004521901,0.0006318009,0.000228182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001087752,0.00001510912,0.000151701,0.0002295799,0.000008646038,0.00007024907,0.0008316543,0.0002643409,0.0002350565,0.8730642,0.06653891,0.05857964],"study_design_scores_gemma":[0.00000454392,0.00001317524,0.00007984086,0.0001782762,0.000003032916,0.0001356941,0.000166717,0.00007806784,0.0001426139,0.1219792,0.8772125,0.000006461299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007164052,0.01610646,0.05858413,0.01510119,0.002559276,0.0003149543,0.0004292332,0.0005753805,0.905613],"genre_scores_gemma":[0.07330551,0.03880957,0.1120581,0.01222553,0.001308347,0.002264625,0.0007478229,0.0006593994,0.7586212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02860257,"threshold_uncertainty_score":0.09568512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002624773239721,"score_gpt":0.2857157131938058,"score_spread":0.2456894654614086,"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."}}