{"id":"W6960514359","doi":"10.1371/journal.pone.0294829.s001","title":"&lt;i&gt;F&lt;/i&gt;. &lt;i&gt;pennsylvanica&lt;/i&gt; species density (USA) relative to sampled population locations.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population density; Population; State (computer science); Sample (material); Sampling (signal processing)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004394657,0.0009400458,0.001220773,0.0006649346,0.001189111,0.0004251298,0.0009986672,0.001062673,0.152556],"category_scores_gemma":[0.003348225,0.000949931,0.0005489235,0.001438276,0.0002380252,0.0003503281,0.000561171,0.0006036129,0.05104835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007669631,"about_ca_system_score_gemma":0.0004803011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822216,"about_ca_topic_score_gemma":0.03401211,"domain_scores_codex":[0.9943812,0.0005394227,0.0008081367,0.001521722,0.001578749,0.001170734],"domain_scores_gemma":[0.996835,0.0004414431,0.0006314947,0.001042831,0.000488457,0.000560766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001864961,0.00006223103,0.00005086081,0.0001980834,0.0002950957,0.00002835881,0.01045771,0.000004169013,0.0001033896,0.02632321,0.9616561,0.0008021666],"study_design_scores_gemma":[0.0002518488,0.00004979842,0.006828269,0.00290838,0.0001772761,0.000003481985,0.001207259,0.00001148841,0.000004887257,0.001637713,0.9858505,0.00106908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005117244,0.006679295,0.00008342734,0.001158426,0.00111257,0.001793388,0.1086405,0.0008663265,0.8796148],"genre_scores_gemma":[0.04667633,0.0002306787,0.0006894596,0.000222148,0.002969609,0.0005336829,0.03031013,0.0005405109,0.9178275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1015076,"threshold_uncertainty_score":0.9992951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887352302770085,"score_gpt":0.2975047590242019,"score_spread":0.248631235996501,"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."}}