{"id":"W4366777061","doi":"10.4043/32478-ms","title":"SIIBED: Subsea Ice Interaction Barriers to Energy Development – Overview","year":2023,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juvenile Diabetes Research Foundation; Intecsea (Canada); Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Engineering; Marine engineering; Context (archaeology); Pipeline transport; Mechanical engineering; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001317399,0.0007738781,0.0002608688,0.002938878,0.0004351112,0.002803206,0.000813224,0.0007112903,0.010124],"category_scores_gemma":[0.0007777287,0.0002368359,0.0004339729,0.002594042,0.0003363849,0.0008896807,0.002134417,0.0007397149,0.003345827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002326443,"about_ca_system_score_gemma":0.004551633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01827504,"about_ca_topic_score_gemma":0.0151553,"domain_scores_codex":[0.9992722,0.0001149732,0.00004053481,0.00005645079,0.0003922238,0.0001236563],"domain_scores_gemma":[0.999398,0.00009601,0.00005094707,0.0000364481,0.0003076475,0.0001108966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003183828,0.0002724124,0.00719233,0.005804176,0.00006843558,0.0006051379,0.000537986,0.02541701,0.0067275,0.07448834,0.1381683,0.7404],"study_design_scores_gemma":[0.000006183105,0.00007089402,0.002589319,0.0008985852,0.000006818295,0.0001389097,0.0002379073,0.001327704,0.001521808,0.002319566,0.9908682,0.00001407031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03657093,0.1841965,0.05915505,0.007999108,0.002337089,0.0007675531,0.008952782,0.002465162,0.6975557],"genre_scores_gemma":[0.3317513,0.2759787,0.09477306,0.002275365,0.000789823,0.001061157,0.03118053,0.001218393,0.2609717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01827504,"threshold_uncertainty_score":0.03633738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753992893325101,"score_gpt":0.2370372295727889,"score_spread":0.2194973006395379,"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."}}