{"id":"W7020038541","doi":"","title":"Investigation and modelling of anchor ice formation and release processes at Clark Lake","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice formation; Energy budget; Antarctic sea ice; Drift ice; Arctic ice pack; Ice stream; Sea ice","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":[0.0002155651,0.0003894941,0.0002070317,0.0003922936,0.0003856795,0.0009544571,0.0007000987,0.0004971443,0.0008919563],"category_scores_gemma":[0.0006565637,0.0002949616,0.000349983,0.000341285,0.0003056425,0.000568077,0.0003301014,0.0003745168,0.00008614593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826694,"about_ca_system_score_gemma":0.001628641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2063628,"about_ca_topic_score_gemma":0.1802283,"domain_scores_codex":[0.9999375,0.000008928312,0.000003624261,0.00001545545,0.00001237256,0.00002206868],"domain_scores_gemma":[0.9997936,0.00009344365,0.00003963012,0.000009759484,0.00003694416,0.00002661933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003790352,0.00004647328,0.02910266,0.00002056187,0.00001237659,0.0001463184,0.00005956626,0.9655762,0.00174241,0.0006333039,0.0002170343,0.002405152],"study_design_scores_gemma":[0.000004260286,0.00001124855,0.004837306,0.000002856792,0.000003809341,0.00000625191,0.00005163259,0.9946136,0.0002632681,0.00007815607,0.0001242941,0.000003339138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915459,0.00004524806,0.00469479,0.00008060809,0.000005023651,0.00002940938,0.0003001379,0.0000691246,0.003229751],"genre_scores_gemma":[0.9979876,0.00005396589,0.001164171,0.000005090893,0.000001798005,0.00001327632,0.0001562367,0.000008716559,0.0006091389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7936372,"threshold_uncertainty_score":0.4103234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738936430387812,"score_gpt":0.1751456472747437,"score_spread":0.1577562829708656,"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."}}