{"id":"W6941899354","doi":"10.1371/journal.pone.0116735.g005","title":"BPOP population estimates and random forest population estimates track each other well in most population strata and in the U.S. (45) and Canada (32) strata that have the highest ducks during 2000–2010.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transect; Population; Track (disk drive); Census; Population density","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001496727,0.0003387951,0.0003330796,0.002318056,0.0006855064,0.000804665,0.0006508388,0.0001970185,0.01245553],"category_scores_gemma":[0.003672212,0.0002238193,0.0003059513,0.002304363,0.0003823604,0.0006586312,0.0005342909,0.0005093854,0.00374853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424036,"about_ca_system_score_gemma":0.002214758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5759434,"about_ca_topic_score_gemma":0.8144251,"domain_scores_codex":[0.999144,0.0001427997,0.00004366118,0.000233545,0.0003391076,0.00009683045],"domain_scores_gemma":[0.9985545,0.0001763378,0.000262913,0.0001623899,0.0007637902,0.00008006915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001910842,0.0001404531,0.5682234,0.0002431327,0.0004178361,0.00009733311,0.001283183,0.003836806,0.001895707,0.006027669,0.07629978,0.3413437],"study_design_scores_gemma":[0.00002018895,0.00002774524,0.9406654,0.00005385947,0.00005718556,0.00007280733,0.0004836193,0.002612078,0.0004845948,0.0009682185,0.05453218,0.00002214091],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5748268,0.001773301,0.07946673,0.0007917032,0.0003364103,0.0009670727,0.1199524,0.003027414,0.2188582],"genre_scores_gemma":[0.8090045,0.0008402721,0.06243941,0.0002153569,0.00005408371,0.0006116888,0.07472294,0.0007051281,0.05140657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4240566,"threshold_uncertainty_score":0.8531079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530369170668216,"score_gpt":0.2234968026539842,"score_spread":0.198193110947302,"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."}}