{"id":"W4389327810","doi":"10.1130/abs/2023am-390659","title":"WE BEND WITH THE WIND","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Wind power; Computer science; Marine engineering; Aerospace engineering; Environmental science; Engineering; Electrical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002320219,0.001279384,0.0008579183,0.001340696,0.0107034,0.01107852,0.001174279,0.005953509,0.3351733],"category_scores_gemma":[0.01353676,0.000779554,0.001075348,0.0007818294,0.00375564,0.009837633,0.007452573,0.01916797,0.2712362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785918,"about_ca_system_score_gemma":0.003422275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089517,"about_ca_topic_score_gemma":0.02365194,"domain_scores_codex":[0.9977155,0.0004358876,0.00007644913,0.0003971297,0.0007976547,0.0005773912],"domain_scores_gemma":[0.9944928,0.0004714451,0.0001762675,0.0005897731,0.002510513,0.001759242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004566205,0.0000274044,0.0001678782,0.00002230568,0.000005219519,0.00006919043,0.000646129,0.00003354514,0.000230077,0.01401193,0.9692144,0.0155262],"study_design_scores_gemma":[0.000005088535,0.000006669186,0.00008737198,0.00003496324,0.000001387641,0.00002268361,0.000838571,0.00001047854,0.00003856409,0.002068209,0.9968787,0.000007400832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001731265,0.003619533,0.005308433,0.2990458,0.1390921,0.000175991,0.0007810154,0.001809516,0.5484364],"genre_scores_gemma":[0.005539623,0.0006177682,0.001238284,0.0391846,0.004275778,0.00006071906,0.0001847266,0.0009045958,0.9479939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3351733,"threshold_uncertainty_score":0.9482946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033388823805305,"score_gpt":0.2389120999324576,"score_spread":0.2085782116944046,"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."}}