{"id":"W4249512525","doi":"10.1063/1.2814331.1","title":"10.1063/1.2814331.1","year":2007,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Buoyancy; Intrusion; Wavelength; Amplitude; Lock (firearm); Geology; Mechanics; Physics; Geometry; Optics; Mathematics; Engineering; Structural 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002200012,0.000582241,0.0005276866,0.0003133664,0.0001498166,0.000572692,0.0007648971,0.0004263627,0.01879241],"category_scores_gemma":[0.0001562612,0.0004961434,0.0003015953,0.0004671573,0.0001583818,0.0005572136,0.000163604,0.0005885877,0.02541296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001704303,"about_ca_system_score_gemma":0.00008699291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004987753,"about_ca_topic_score_gemma":0.02371109,"domain_scores_codex":[0.9972824,0.00002580471,0.0005117494,0.0006892695,0.0006851442,0.0008055975],"domain_scores_gemma":[0.9984317,0.0002735143,0.0002119411,0.0006694206,0.00006528623,0.0003481272],"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":[0.00009310374,0.00005091432,0.0003755937,0.00007216315,0.00004235849,0.0002609088,0.000004265932,0.00001873897,6.552676e-8,0.000002965287,0.8574597,0.1416192],"study_design_scores_gemma":[0.0002496121,0.0003744889,0.002992925,0.00003854103,0.00004247054,0.0001137269,0.00001960622,0.0001957562,3.362602e-7,0.0002144601,0.9950877,0.000670359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002965918,0.0002116975,0.00002051633,0.00001564953,0.0007437516,0.0002435483,0.91249,0.0001196083,0.08585867],"genre_scores_gemma":[0.001163507,0.00007115958,0.00003188132,0.0002280801,0.0005827757,0.000002018891,0.9808021,0.0000144897,0.01710394],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1409489,"threshold_uncertainty_score":0.999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007926137761463455,"score_gpt":0.2101275650225571,"score_spread":0.2022014272610936,"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."}}