{"id":"W4238115324","doi":"10.1190/tle25060782.1","title":"Reviews","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Climate Change and Sustainable Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Download; Citation; Library science; Political science; Media studies; Sociology; World Wide Web; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003172921,0.00005556579,0.00006831646,0.000007475473,0.0001238026,0.00001755433,0.0001438378,0.00001492006,0.001227715],"category_scores_gemma":[0.00001256804,0.00003353093,0.00002534831,0.0001171552,0.00004792764,0.00004422824,0.0000868046,0.00004731918,0.007188799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096952,"about_ca_system_score_gemma":0.000001792342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329774,"about_ca_topic_score_gemma":0.00008940999,"domain_scores_codex":[0.9995311,0.00002437076,0.00009395049,0.00009488319,0.0000770824,0.0001785681],"domain_scores_gemma":[0.9997897,0.00001947494,0.00002547438,0.0001477094,0.000001468017,0.0000161544],"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":[0.000002579489,0.00002493089,0.01333215,0.00001236432,0.000001474519,0.00001019131,0.001021565,0.00005392746,0.002907026,0.0007681623,0.9536163,0.02824938],"study_design_scores_gemma":[0.00004076477,0.000004082666,0.01182077,0.00000658082,0.000002900562,0.000003688154,0.00005942805,0.00003089658,0.0004894518,0.001323938,0.9861531,0.00006434338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3904454,0.0008440267,0.0002487371,0.00319681,0.0002491384,0.0003586852,8.431999e-7,0.0000685081,0.6045878],"genre_scores_gemma":[0.7884011,0.0003445242,0.0005012494,0.00212397,0.000304596,0.00006375682,0.00001044739,0.00001936923,0.208231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3979557,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629204631299214,"score_gpt":0.2477038437442577,"score_spread":0.2214117974312656,"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."}}