{"id":"W188233313","doi":"","title":"Mapping Mean Annual Icing Hours For the Québec Wind Energy Industry","year":2008,"lang":"en","type":"article","venue":"The Eighteenth International Offshore and Polar Engineering Conference","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Icing; Environmental science; Meteorology; Precipitation; Wind speed; Climatology; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001452377,0.0001893229,0.0001457804,0.0001119034,0.0001996898,0.00004782936,0.0004438767,0.0001338357,0.00001165014],"category_scores_gemma":[0.000062602,0.000125862,0.00005457841,0.0001029268,0.00009950519,0.000113639,0.00007459561,0.0003847517,0.000002564484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005498187,"about_ca_system_score_gemma":0.00004161312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000803576,"about_ca_topic_score_gemma":0.0001439499,"domain_scores_codex":[0.9992417,0.000008494128,0.0001910122,0.0001463308,0.0001715153,0.0002409219],"domain_scores_gemma":[0.9993531,0.0002825168,0.00003524548,0.0002129636,0.00007564435,0.00004057207],"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":[0.0001320016,0.0001351702,0.04869722,0.000273593,0.002999811,0.00009291864,0.02856794,0.5478883,0.004841908,0.1872039,0.04862372,0.1305435],"study_design_scores_gemma":[0.0008319429,0.0001322737,0.04151982,0.000425368,0.00008508401,0.0003398471,0.002395112,0.7532129,0.01909698,0.0004416074,0.1805584,0.0009606349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6218206,0.002098915,0.368685,0.002956598,0.00171155,0.000233205,0.0001029856,0.0009862289,0.001404905],"genre_scores_gemma":[0.9983316,0.0004485928,0.0005802849,0.00009050756,0.0003014791,0.00001547496,0.000009458175,0.00002894403,0.0001936224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376511,"threshold_uncertainty_score":0.5132502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724385040431462,"score_gpt":0.2056115996959465,"score_spread":0.1883677492916319,"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."}}