{"id":"W7100012588","doi":"","title":"ECOSYSTEM RECOVERY AFTER EMISS ION REDUCTIONS:","year":2016,"lang":"en","type":"article","venue":"","topic":"Cultural and Sociopolitical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Aquatic ecosystem; Terrestrial ecosystem; Vegetation (pathology); Microclimate; Lichen; Invertebrate; Particulates","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003237077,0.0000624314,0.00007990844,0.00001053659,0.00019606,0.0000506253,0.00003220201,0.00001807665,0.01263774],"category_scores_gemma":[0.0000189544,0.00002710905,0.00006448013,0.000006295975,0.00008331241,0.0001559257,0.00002161299,0.0000212096,0.000963971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004013636,"about_ca_system_score_gemma":0.000003355341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006507,"about_ca_topic_score_gemma":0.001134457,"domain_scores_codex":[0.9995853,0.00001281327,0.0001038362,0.00009870512,0.00006315005,0.000136227],"domain_scores_gemma":[0.9997951,0.00003579092,0.00001303337,0.00006143327,0.0000580859,0.0000365808],"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":[0.00002564491,0.00003034233,0.00007629383,0.00001929382,0.00005002168,0.000002185415,0.004420442,1.659239e-8,0.0001484534,0.9288831,0.05730093,0.009043288],"study_design_scores_gemma":[0.0001003364,0.000041587,0.0001800079,0.00004550886,0.00000976372,0.000001841107,0.006507906,2.104254e-7,0.0002087177,0.02013659,0.9726582,0.0001093361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5735306,0.0002534296,0.00001034938,0.008091855,0.001129991,0.00008066966,0.00004239562,0.0001299784,0.4167308],"genre_scores_gemma":[0.7374153,0.00004563786,0.00000600394,0.0001602618,0.0009696749,0.00002335065,6.086536e-7,0.000003093763,0.2613761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9153573,"threshold_uncertainty_score":0.9998139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057474080800926,"score_gpt":0.2088421491773452,"score_spread":0.1782674083693359,"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."}}