{"id":"W7132659891","doi":"","title":"Preliminary study on the applicability of the POLARIS methodology for ships operating in lake ice","year":2021,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Index (typography); Ice formation; Polar; Ice field; Antarctic sea ice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.009508545,0.0005477972,0.0002811752,0.002280971,0.0006421308,0.00191881,0.0005642868,0.0002439286,0.003103793],"category_scores_gemma":[0.01798175,0.0001713758,0.0005540985,0.002561518,0.0004106772,0.0009607752,0.001011953,0.0004845619,0.0008709042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008804846,"about_ca_system_score_gemma":0.001496378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588542,"about_ca_topic_score_gemma":0.02307857,"domain_scores_codex":[0.9962669,0.001697805,0.0003497647,0.0003980811,0.001109372,0.0001780829],"domain_scores_gemma":[0.9893364,0.003939387,0.001580729,0.0008160397,0.004175389,0.0001520636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006322514,0.0003037327,0.6171519,0.0007934091,0.0001920264,0.0007502728,0.008042907,0.02146726,0.0150291,0.004831768,0.005381713,0.3254237],"study_design_scores_gemma":[0.00005459662,0.001431522,0.8339279,0.000486781,0.0001313034,0.0007637266,0.01447652,0.06854005,0.01491497,0.004012274,0.06115887,0.0001015457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8040258,0.0007342751,0.1371197,0.0006223317,0.0001595173,0.002372026,0.005828952,0.0004121439,0.04872536],"genre_scores_gemma":[0.8094618,0.001177609,0.1733831,0.0001997553,0.0001001879,0.001507226,0.005985411,0.000185762,0.007999037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588542,"threshold_uncertainty_score":0.05028659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0677369445983124,"score_gpt":0.2854811479692742,"score_spread":0.2177442033709618,"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."}}