{"id":"W2021982103","doi":"10.1890/1540-9295-9.10.588","title":"Coming soon to a rooftop near you…","year":2011,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Parade; Subject (documents); Pace; History; Law; Geography; Political science; Art history; Computer science; Economy; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001035824,0.0003037524,0.001166773,0.00004644344,0.001046413,0.00003150115,0.0004251916,0.000404616,0.0003589318],"category_scores_gemma":[0.00008004535,0.0001886907,0.0001980075,0.00008613375,0.002059946,0.00004986292,0.0003594462,0.0003946092,0.0002026295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004528108,"about_ca_system_score_gemma":0.00002654101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001191106,"about_ca_topic_score_gemma":0.0004173767,"domain_scores_codex":[0.9976901,0.0008177154,0.0003932248,0.0004558313,0.0001311167,0.0005120343],"domain_scores_gemma":[0.9992974,0.000186311,0.0001844538,0.0002115898,0.000001657054,0.000118547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004860554,0.0001932378,0.007897233,0.0002462642,0.0003400949,0.00002259008,0.01423149,0.000008858307,2.184792e-8,0.003359979,0.00805619,0.9655954],"study_design_scores_gemma":[0.0003348254,0.00006435948,0.002016443,0.000129128,0.0002184314,0.000001618872,0.002366703,0.000001050505,3.615594e-8,0.00151576,0.9931079,0.0002437695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005115469,0.9909791,0.0000311309,0.0006671863,0.0008194661,0.001432786,0.000007545293,0.000017052,0.005534187],"genre_scores_gemma":[0.0004250784,0.9941549,0.0008978151,0.0003452863,0.00009428788,0.0004882393,0.000006424325,0.00001551903,0.003572496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9850517,"threshold_uncertainty_score":0.8048267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081041276450981,"score_gpt":0.2664896990245358,"score_spread":0.235679286260026,"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."}}