{"id":"W4230867853","doi":"10.4095/301192","title":"Climate Warming - Global Winter Precipitation Scenario: 2100","year":2010,"lang":"en","type":"report","venue":"","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Climatology; Climate simulation; Environmental science; Global warming; Climate change; Atmospheric sciences; Climate model; Meteorology; Geography; Geology; Oceanography","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":[0.00052098,0.0004661929,0.0003890172,0.00003394583,0.0001739649,0.0001093723,0.0003614919,0.0005467538,0.0548279],"category_scores_gemma":[0.00006456143,0.0003948743,0.0002317494,0.0001458545,0.0002262475,0.0003778884,0.0007542735,0.0004934965,0.008124405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788004,"about_ca_system_score_gemma":0.00003059296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004589095,"about_ca_topic_score_gemma":0.007233295,"domain_scores_codex":[0.9969699,0.0000317488,0.0004701112,0.0007039182,0.001096736,0.0007275369],"domain_scores_gemma":[0.998874,0.00003116296,0.000270545,0.0005545371,0.000009704542,0.0002600187],"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":[0.00007395175,0.000490394,0.3899651,0.0002272539,0.00009952338,0.0001452024,0.000727154,0.0001128268,0.009209394,0.000007592613,0.3965458,0.2023957],"study_design_scores_gemma":[0.0005114121,0.0002244183,0.3461168,0.0002536886,0.0002261989,0.0004168978,0.0003192975,0.0001888342,0.001153045,0.000260448,0.6488352,0.001493715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2093502,0.00008126537,0.00004696859,0.0001836092,0.001710091,0.00042468,0.0002667006,0.0001363124,0.7878002],"genre_scores_gemma":[0.921822,0.008403011,0.004125435,0.00182338,0.001983792,0.0001733249,0.002502291,0.0003262641,0.05884048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7289597,"threshold_uncertainty_score":0.9998503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422854001624692,"score_gpt":0.3140300835624624,"score_spread":0.2717446833999932,"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."}}