{"id":"W3094380415","doi":"","title":"The influence of shrub canopies on soil temperatures across northern Canada","year":2013,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shrub; Environmental science; Geography; Physical geography; Hydrology (agriculture); Geology; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001661164,0.0002002025,0.0001600681,0.000009901574,0.0003336731,0.0001683021,0.0005194999,0.00004683558,0.0001325561],"category_scores_gemma":[0.00003736557,0.0001254977,0.00004062715,0.0001070085,0.0001590116,0.000204818,0.0001501383,0.0001642249,0.0001897082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102205,"about_ca_system_score_gemma":0.0001098699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6444803,"about_ca_topic_score_gemma":0.885483,"domain_scores_codex":[0.9984111,0.00003837326,0.0002777937,0.0002855571,0.0005235402,0.0004636564],"domain_scores_gemma":[0.9992386,0.00007835531,0.0001563154,0.0003520078,0.00004606786,0.0001286412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00005260461,0.0001983216,0.2621282,0.00004216442,0.0001205211,0.00006066071,0.001423139,0.4219087,0.1417082,0.0008489966,0.1350957,0.0364128],"study_design_scores_gemma":[0.0001405719,0.00004924851,0.9769662,0.00001822987,0.000004123555,0.000001298353,0.0002305169,0.000135938,0.006498733,0.0001020713,0.01566068,0.0001924184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891803,0.00002061053,0.000001109767,0.00365343,0.0001354405,0.0002144373,0.00001247954,0.00001723166,0.006764983],"genre_scores_gemma":[0.9945196,0.0000319363,0.00001775885,0.0009851763,0.00006203396,0.0000407158,0.000005643539,0.00001075119,0.004326374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.714838,"threshold_uncertainty_score":0.5117647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006532194828639811,"score_gpt":0.2067031373563839,"score_spread":0.2001709425277441,"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."}}