{"id":"W4390535986","doi":"10.1090/tran/9116","title":"Weierstrass bridges","year":2024,"lang":"en","type":"article","venue":"Transactions of the American Mathematical Society","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009047955,0.0004456395,0.0005342771,0.001448862,0.0009550729,0.001914901,0.0008295651,0.001350085,0.007210802],"category_scores_gemma":[0.003003443,0.0002723997,0.0009296812,0.0006476519,0.001496963,0.002913069,0.001688512,0.001601863,0.0008677213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00093359,"about_ca_system_score_gemma":0.000651389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008934592,"about_ca_topic_score_gemma":0.0005493736,"domain_scores_codex":[0.9994536,0.00007928284,0.00002068508,0.0001522504,0.0001686837,0.0001254699],"domain_scores_gemma":[0.9992071,0.0002142962,0.0001605164,0.0001400509,0.0001443247,0.0001337134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008708832,0.000009443201,0.0002335287,0.0000124738,0.000007302438,0.00004832423,0.0000967111,0.004765843,0.001353565,0.9893623,0.0006144225,0.003487329],"study_design_scores_gemma":[0.00001323051,0.00005028956,0.0008634264,0.00002489405,0.00001160423,0.0001976532,0.00009306286,0.1195635,0.001414951,0.8646176,0.01312448,0.00002520145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3164102,0.00260458,0.5643541,0.001710561,0.0005928562,0.00009011319,0.0003747742,0.0003752213,0.1134877],"genre_scores_gemma":[0.9207475,0.0009622722,0.04284316,0.0004482011,0.0003517102,0.0001488382,0.0002265149,0.0001115097,0.03416032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007210802,"threshold_uncertainty_score":0.02412248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606097473462556,"score_gpt":0.2530155830422467,"score_spread":0.2369546083076211,"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."}}