{"id":"W2165490567","doi":"10.1016/j.epsl.2005.12.001","title":"Transient lateral heat flow due to land-use changes","year":2006,"lang":"en","type":"article","venue":"Earth and Planetary Science Letters","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Heat flow; Geology; Flow (mathematics); Transient (computer programming); Climatology; Hydrology (agriculture); Meteorology; Thermal; Mechanics; Geotechnical engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003580086,0.000212473,0.0002043464,0.0003018751,0.0003699024,0.0003376201,0.0002701606,0.00004243979,0.0004482552],"category_scores_gemma":[0.00002025624,0.0001709595,0.00002927055,0.0004502856,0.0003077857,0.0005223483,0.00001412084,0.0001329448,0.0003204082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003101385,"about_ca_system_score_gemma":0.00003025143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01158334,"about_ca_topic_score_gemma":0.0217692,"domain_scores_codex":[0.9980491,0.00006326914,0.0001685113,0.000510554,0.0004704731,0.0007381372],"domain_scores_gemma":[0.9992248,0.0001815791,0.0000237303,0.0002166074,0.00001380726,0.0003395121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455528,0.00000893494,0.9498951,0.00001649324,0.00000529009,0.0003491015,0.0002337446,0.03074284,0.004535989,0.000003740262,0.001611064,0.01245208],"study_design_scores_gemma":[0.0001966429,0.0001436248,0.9749484,0.0000210971,0.000006919634,0.0002036393,0.000009025918,0.007902875,0.0003485576,0.000005880565,0.01596144,0.0002519193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919956,0.000203092,0.00006242309,0.006305418,0.0003895393,0.0001996392,0.0003352596,0.00008677975,0.0004222025],"genre_scores_gemma":[0.9916148,0.00002289299,0.002469191,0.005332041,0.0001924533,8.63399e-7,0.0002266993,0.000004147791,0.0001368795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02505321,"threshold_uncertainty_score":0.9960809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143237796266937,"score_gpt":0.1871380701410554,"score_spread":0.175705692178386,"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."}}