{"id":"W4248784481","doi":"10.1063/1.2814331.2","title":"10.1063/1.2814331.2","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; Materials science; 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":[0.0002246929,0.0005862445,0.000531618,0.000316216,0.0001519146,0.0005759508,0.0007659841,0.0004296885,0.01856078],"category_scores_gemma":[0.0001603888,0.0004998696,0.0003034322,0.0004709605,0.000159208,0.0005499377,0.0001627757,0.0005982436,0.02578193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001724582,"about_ca_system_score_gemma":0.00008750441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005084569,"about_ca_topic_score_gemma":0.02334289,"domain_scores_codex":[0.9972615,0.00002649151,0.0005151925,0.0006953352,0.0006899844,0.0008114798],"domain_scores_gemma":[0.9984145,0.0002782258,0.0002137112,0.000676309,0.00006598877,0.0003512783],"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":[0.00009271243,0.00005112779,0.0003650531,0.00007208934,0.0000426586,0.0002552723,0.0000043122,0.00001958336,6.408277e-8,0.000003059165,0.8540533,0.1450407],"study_design_scores_gemma":[0.0002507415,0.0003802563,0.002821395,0.00003951624,0.00004293172,0.0001136637,0.00002041036,0.0002023085,3.381624e-7,0.0002126965,0.9952406,0.0006751666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002964639,0.0002144682,0.00002105961,0.00001571419,0.0007399292,0.0002412047,0.9123263,0.0001258083,0.0860191],"genre_scores_gemma":[0.001198597,0.00007175765,0.00003182037,0.0002256903,0.0005677766,0.000002043778,0.9805091,0.00001486999,0.01737834],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1443656,"threshold_uncertainty_score":0.9997453,"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."}}