{"id":"W3130314904","doi":"10.13140/rg.2.1.4184.7841","title":"Comparison of Ice Load Development on Non-Planar Surface","year":2014,"lang":"en","type":"article","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Surface (topology); Environmental science; Geology; Geometry; Mathematics","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":[0.0001642166,0.0002880525,0.0002872569,0.001152742,0.0003546234,0.0005899924,0.0004024386,0.0004200836,0.0061995],"category_scores_gemma":[0.0006483161,0.0001504288,0.0003206466,0.000781337,0.0002880561,0.0006589207,0.0003293975,0.0002307107,0.001005858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277022,"about_ca_system_score_gemma":0.0002758953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223403,"about_ca_topic_score_gemma":0.003210213,"domain_scores_codex":[0.9997227,0.00001277063,0.000008038831,0.00003466559,0.0001528668,0.0000690361],"domain_scores_gemma":[0.9995033,0.0001318383,0.0000368354,0.00003317158,0.0002652326,0.00002963058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003740503,0.0004124984,0.06213445,0.0008694064,0.0001005325,0.001856716,0.0009627119,0.2217152,0.5017285,0.003308199,0.004536557,0.1986347],"study_design_scores_gemma":[0.0000484833,0.001249434,0.2932194,0.00004993334,0.00008681356,0.0005841767,0.002255997,0.3014131,0.3895844,0.001056121,0.01035431,0.00009780884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671264,0.0001967149,0.00546723,0.00003418669,0.00002762963,0.00003089812,0.0005733239,0.0001922326,0.02635131],"genre_scores_gemma":[0.9952769,0.00009465621,0.0005260316,0.000006145781,0.00000379731,0.000009126742,0.000364939,0.00002667219,0.003691837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0061995,"threshold_uncertainty_score":0.02073944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811217369706009,"score_gpt":0.2520251688834498,"score_spread":0.2339129951863897,"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."}}