{"id":"W2019614102","doi":"10.4043/23759-ms","title":"Multi-Year Ice Loads: Alignment of Experts Workshop","year":2012,"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":"National Research Council Canada","funders":"","keywords":"Submarine pipeline; Sea ice; Caisson; Ice sheet; Geology; Engineering; Geotechnical engineering; Climatology; Oceanography","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":[0.01120097,0.0009181914,0.0004917769,0.00169058,0.002638466,0.0034113,0.001944944,0.001518737,0.01592155],"category_scores_gemma":[0.01608709,0.0004533475,0.0005399275,0.0008853252,0.0004191425,0.002248919,0.004598266,0.001153517,0.00397381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347511,"about_ca_system_score_gemma":0.004816363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004369494,"about_ca_topic_score_gemma":0.009911761,"domain_scores_codex":[0.9931996,0.002672984,0.0003954514,0.0007582814,0.001790943,0.001182783],"domain_scores_gemma":[0.9823709,0.005493123,0.001220293,0.0009104044,0.006342353,0.00366307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001637712,0.002989203,0.06508236,0.0006980603,0.0001206089,0.00226161,0.03735557,0.01990515,0.01255761,0.006364103,0.2024473,0.6485807],"study_design_scores_gemma":[0.0002426777,0.002186699,0.09372005,0.0009123161,0.0001012831,0.0007170579,0.1757792,0.09056168,0.0154022,0.01255749,0.6073623,0.0004569714],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7131336,0.001233966,0.09665105,0.01754315,0.005091189,0.002219149,0.00213822,0.001769582,0.16022],"genre_scores_gemma":[0.8995773,0.0006160024,0.02818655,0.0009895472,0.000674122,0.0008139223,0.002118347,0.0002920793,0.06673212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01592155,"threshold_uncertainty_score":0.05923706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329454325468925,"score_gpt":0.2372720681731823,"score_spread":0.2139775249184931,"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."}}