{"id":"W2991212656","doi":"10.71781/13520","title":"Dynamiques hydrologiques d’un petit bassin versant arctique, rivière Niaqunguk, Iqaluit, Nunavut","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography; Environmental science","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":[0.0001866538,0.0002609951,0.000274712,0.0006345789,0.0009847784,0.00102245,0.0005342476,0.0002341347,0.001457343],"category_scores_gemma":[0.0002132382,0.0001928936,0.0002265404,0.001039034,0.0006611503,0.0003579535,0.0005029016,0.0003096065,0.0001832802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004116667,"about_ca_system_score_gemma":0.002376857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6559841,"about_ca_topic_score_gemma":0.8445588,"domain_scores_codex":[0.9998682,0.000009436404,0.000004729945,0.00006042557,0.00003210074,0.00002507848],"domain_scores_gemma":[0.9998375,0.00002467719,0.00002509254,0.000008314145,0.00008029644,0.00002398456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000431428,0.0001164412,0.8979332,0.0002733793,0.000101896,0.001163181,0.009228023,0.00525819,0.05352369,0.001739669,0.001102453,0.02912843],"study_design_scores_gemma":[0.000008322118,0.00003952143,0.9888235,0.00002354456,0.00002177979,0.0001291304,0.003276832,0.001772338,0.00143261,0.0001551514,0.004295083,0.00002208152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924659,0.0003097626,0.0004917437,0.00006577827,0.00000722671,0.00003434851,0.0009072571,0.0000275448,0.005690542],"genre_scores_gemma":[0.9936022,0.0002211214,0.001196424,0.00002377796,0.000003252022,0.0000428876,0.0009051954,0.00001423681,0.003990971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3440159,"threshold_uncertainty_score":0.6920837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213408303363049,"score_gpt":0.2852321099773563,"score_spread":0.2530980269437259,"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."}}