{"id":"W2011046160","doi":"10.1016/j.coldregions.2011.11.004","title":"Remote ice detection equipment — RIDE","year":2011,"lang":"en","type":"article","venue":"Cold Regions Science and Technology","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Community Sector Council Newfoundland and Labrador","funders":"","keywords":"Environmental science; Remote sensing; Marine engineering; Engineering; Geology","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":[0.0009070527,0.001025571,0.001161241,0.001824701,0.001283939,0.001117964,0.001774669,0.001317756,0.06771387],"category_scores_gemma":[0.001269462,0.0005726768,0.0004205977,0.0005828139,0.000521682,0.00155517,0.001391176,0.0009426223,0.02740587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000528281,"about_ca_system_score_gemma":0.0008090613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00196102,"about_ca_topic_score_gemma":0.001937286,"domain_scores_codex":[0.9988579,0.0001009135,0.00004134434,0.0002901769,0.0006183012,0.00009137084],"domain_scores_gemma":[0.9987679,0.0001930212,0.00005791106,0.0003443749,0.0005032082,0.000133602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001799844,0.0003324383,0.01267931,0.0008010744,0.0001187629,0.0006496576,0.0008288388,0.002045112,0.3068717,0.00474036,0.1213192,0.5478137],"study_design_scores_gemma":[0.0002574199,0.001555873,0.03401913,0.0002611901,0.0001671677,0.002720951,0.0004853313,0.02101777,0.2471777,0.00167106,0.690463,0.0002034309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1704092,0.00366133,0.3898852,0.002279395,0.002014985,0.002275436,0.01124057,0.07891761,0.3393163],"genre_scores_gemma":[0.4994009,0.000938286,0.1197246,0.002236104,0.000554322,0.0006374362,0.009337418,0.00274865,0.3644223],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06771387,"threshold_uncertainty_score":0.2265255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296891076570301,"score_gpt":0.2147311464491458,"score_spread":0.1917622356834428,"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."}}