{"id":"W4236956776","doi":"10.1126/science.371.6530.666","title":"Taking root","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Root (linguistics); Tree (set theory); Business; Agroforestry; Biology; Mathematics; Philosophy; Combinatorics; Linguistics","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":[0.006816423,0.001373895,0.0007364594,0.0008925637,0.008516867,0.01289559,0.001878784,0.009065809,0.1090849],"category_scores_gemma":[0.02103193,0.0003768031,0.0008404949,0.0006130683,0.006585846,0.01587104,0.01236648,0.01481731,0.03485207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453284,"about_ca_system_score_gemma":0.01245294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00505117,"about_ca_topic_score_gemma":0.009503346,"domain_scores_codex":[0.9948168,0.001134126,0.0001408535,0.0008081075,0.001462464,0.001637535],"domain_scores_gemma":[0.9855632,0.001747621,0.0005126221,0.001320208,0.003583026,0.007273382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007228051,0.00008818456,0.0007426964,0.0002004884,0.00002380455,0.0002812209,0.002172464,0.0001096153,0.001035508,0.1199212,0.8046345,0.07071812],"study_design_scores_gemma":[0.00001078618,0.00003240815,0.000290416,0.0001691847,0.000007839677,0.00008210393,0.002062681,0.00006573741,0.0002589824,0.02710197,0.9699032,0.00001471999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004459891,0.00707472,0.008872904,0.7254387,0.04185463,0.00008968253,0.000259293,0.0007968805,0.2111533],"genre_scores_gemma":[0.11883,0.008289631,0.01348828,0.3345337,0.01077984,0.0001969784,0.0003876589,0.001263418,0.5122303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1090849,"threshold_uncertainty_score":0.3649253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469507782414837,"score_gpt":0.2171637454351553,"score_spread":0.2024686676110069,"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."}}