{"id":"W2015422469","doi":"10.4043/24562-ms","title":"Steel/Concrete Composite Ice Walls for Arctic Offshore Structures","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Composite number; Structural engineering; Submarine pipeline; Arctic; Sea ice; Geotechnical engineering; Geology; Engineering; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003652159,0.0003612689,0.0004777345,0.0002344005,0.0004340478,0.00008411369,0.0008391836,0.0003639648,0.001084695],"category_scores_gemma":[0.0004368126,0.0003125622,0.0001155127,0.0003335243,0.000721075,0.0001983995,0.00007211469,0.0005041347,0.0001642864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002288342,"about_ca_system_score_gemma":0.0001224544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004880988,"about_ca_topic_score_gemma":0.0004923802,"domain_scores_codex":[0.997739,0.00008175142,0.000410827,0.0006586632,0.0002660049,0.0008437932],"domain_scores_gemma":[0.9981853,0.0005381983,0.0002267374,0.0006230855,0.0002406907,0.0001860022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002165928,0.00001930142,0.6364966,0.0003901198,0.0001985104,0.00002419709,0.0006845518,0.0002752905,0.0009570962,0.1364404,0.000195873,0.2241014],"study_design_scores_gemma":[0.003323452,0.002012735,0.3917943,0.000417963,0.0004065804,0.0007418114,0.002564525,0.1337951,0.001369588,0.4165925,0.04479962,0.002181827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948472,0.0001865323,0.03612871,0.006122872,0.0008982758,0.0009034822,0.0001226893,0.0005644379,0.006601067],"genre_scores_gemma":[0.9777602,0.00005139978,0.02070963,0.0006817789,0.0001525432,0.00001337118,0.0001432325,0.00001550622,0.0004723696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2801521,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059650149708144,"score_gpt":0.2120416994804786,"score_spread":0.2014451979833972,"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."}}