{"id":"W7056555035","doi":"","title":"An estimation of future temperatures in small lakes of the Labrador-Ungava peninsula.","year":2017,"lang":"en","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Estimation; Ectotherm; Climate change; Hydrology (agriculture); Precipitation; Field (mathematics); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356578,0.0001967454,0.00009627568,0.0005192138,0.0002694943,0.0003248466,0.0003275528,0.0001906891,0.001021229],"category_scores_gemma":[0.0002461786,0.00009697401,0.000185896,0.0005349488,0.00009634272,0.0002879578,0.0002334223,0.0001348314,0.0002944247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007652397,"about_ca_system_score_gemma":0.0005248384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1913133,"about_ca_topic_score_gemma":0.3227555,"domain_scores_codex":[0.9999566,0.000007153795,0.000002857467,0.00001307169,0.000009310025,0.0000110623],"domain_scores_gemma":[0.9999318,0.00001182212,0.00001546594,0.000006579163,0.00002298025,0.00001123687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002127874,0.00005247971,0.9513804,0.00006529287,0.00009575727,0.0001777543,0.0004104811,0.00938522,0.00515217,0.0002423996,0.001785342,0.03104],"study_design_scores_gemma":[0.000007069284,0.00002221033,0.9851553,0.00001872462,0.00002411778,0.00004023854,0.0005107867,0.009990872,0.000998219,0.00007984278,0.003145541,0.000007272142],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989623,0.0003337864,0.0008998875,0.00009486544,0.00001009626,0.00001656539,0.004977337,0.00008131073,0.003963171],"genre_scores_gemma":[0.9942943,0.0001635501,0.001883555,0.000007815368,0.000004890947,0.00001718647,0.002486907,0.00001270493,0.001129139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8086867,"threshold_uncertainty_score":0.3803994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434951222679441,"score_gpt":0.2959223607778321,"score_spread":0.2715728485510377,"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."}}