{"id":"W4385778570","doi":"10.59350/k06jm-fsz86","title":"these unified theories have arrived with relatively little fanfare… [Quote]","year":2010,"lang":"en","type":"preprint","venue":"","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macroecology; Dozen; Species richness; Abundance (ecology); Ecology; Unification; Biodiversity; Geography; Theoretical physics; Physics; Biology; Mathematics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004097029,0.001096935,0.0009340477,0.002438682,0.002688573,0.005580817,0.003180785,0.003740634,0.02865493],"category_scores_gemma":[0.01114894,0.000550359,0.001242382,0.001851984,0.0143759,0.01716107,0.004194565,0.009226868,0.01066541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576144,"about_ca_system_score_gemma":0.001447881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003361596,"about_ca_topic_score_gemma":0.004143006,"domain_scores_codex":[0.9971841,0.000831413,0.0001839725,0.0005383738,0.001007597,0.000254559],"domain_scores_gemma":[0.9959335,0.001007325,0.0003260539,0.001290619,0.001202227,0.0002404329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001539384,0.000005792712,0.0000726367,0.00006476777,0.00001844117,0.00001968213,0.0002478466,0.0001324593,0.00003834185,0.9663164,0.02551503,0.007553282],"study_design_scores_gemma":[0.00001201695,0.0000166487,0.0003270782,0.0001134779,0.00001598987,0.00007481457,0.0004168864,0.000621566,0.0001641978,0.8731818,0.1250329,0.00002262064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01138505,0.03926309,0.1486796,0.2152377,0.02888163,0.00007339095,0.001042436,0.001096279,0.5543408],"genre_scores_gemma":[0.4772738,0.04569058,0.09047259,0.0881817,0.02906571,0.0005415435,0.002703303,0.001917997,0.2641528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9713451,"threshold_uncertainty_score":0.0958603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027819239727785,"score_gpt":0.2337285338526608,"score_spread":0.223450341455383,"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."}}