{"id":"W4386561169","doi":"10.2139/ssrn.4565733","title":"Evaluation of Ice Island 'Footloose' Calving Events Using Finite Element Analysis","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Finite element method; Element (criminal law); Ice calving; Geology; Geodesy; Geography; Political science; Engineering; Structural engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678648,0.0004071351,0.0004702445,0.001007743,0.0004776603,0.001121418,0.0004667195,0.0008406482,0.002782677],"category_scores_gemma":[0.0007552321,0.000212419,0.0004302939,0.0005343778,0.000258048,0.0003568481,0.0002882292,0.0004082738,0.0004125316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006632007,"about_ca_system_score_gemma":0.000547674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950552,"about_ca_topic_score_gemma":0.02168063,"domain_scores_codex":[0.9998727,0.00001150589,0.000005905656,0.0000221534,0.00005870978,0.00002888021],"domain_scores_gemma":[0.9997273,0.00009795804,0.00002107181,0.00001812983,0.0001005732,0.00003493624],"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":[0.0005938002,0.0002588581,0.02752404,0.0001959122,0.00006546398,0.0005547456,0.0002926364,0.8774432,0.03206153,0.0009500623,0.001519314,0.0585404],"study_design_scores_gemma":[0.00001423494,0.00007531489,0.02038777,0.00001551623,0.00001799259,0.00003964904,0.0002479219,0.9695808,0.008417791,0.000142549,0.001044933,0.00001549299],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606608,0.0001323803,0.02533933,0.0000898793,0.00005454154,0.00008704707,0.0008512629,0.0005408234,0.01224408],"genre_scores_gemma":[0.9917225,0.00005617662,0.005791971,0.00001123549,0.000005114654,0.00002042758,0.0005155976,0.00005312581,0.001823924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01950552,"threshold_uncertainty_score":0.03878397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155746677762049,"score_gpt":0.3027608091766276,"score_spread":0.2612033423990071,"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."}}