{"id":"W7052293982","doi":"","title":"P19786_Tracing Permafrost Thaw DOM on the Peel Plateau, Canada_DataSet2","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Hydrology (agriculture); Thermokarst; Climate change; Impervious surface","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":[0.0003981816,0.00208595,0.001205557,0.003661815,0.002324068,0.002551872,0.002838027,0.00210232,0.04875369],"category_scores_gemma":[0.002871115,0.000842316,0.001854446,0.008385725,0.0007091989,0.001063903,0.001668045,0.001249512,0.04528171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004692819,"about_ca_system_score_gemma":0.01181475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8830228,"about_ca_topic_score_gemma":0.9367896,"domain_scores_codex":[0.9994671,0.00002275268,0.00002687967,0.0001425493,0.0001730521,0.0001676968],"domain_scores_gemma":[0.9982144,0.0002056188,0.0000596888,0.0003300032,0.001033258,0.0001570142],"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":[0.00009905197,0.00002037407,0.003734229,0.0005703628,0.00009766699,0.00004097835,0.00008753602,0.002164617,0.000416721,0.0004552786,0.9879435,0.004369807],"study_design_scores_gemma":[0.0002610536,0.00001341638,0.02760131,0.0003499191,0.00008655345,0.00005411193,0.0002422199,0.003694883,0.001450165,0.001327341,0.9648354,0.00008373876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006117452,0.00007902164,0.00009022557,0.00004208089,0.00001929251,0.000008006837,0.9964981,0.001371351,0.001280129],"genre_scores_gemma":[0.002011934,0.00010143,0.0004613291,0.00003300835,0.000006112271,0.000025471,0.9956841,0.00029961,0.001377035],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1169772,"threshold_uncertainty_score":0.2353322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009600283395191214,"score_gpt":0.2234675110611572,"score_spread":0.213867227665966,"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."}}