{"id":"W4256612785","doi":"10.1063/1.2814331.3","title":"10.1063/1.2814331.3","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":[0.0002184924,0.0005820575,0.0005274679,0.0003136902,0.0001499869,0.0005729952,0.0007565251,0.0004265036,0.01882106],"category_scores_gemma":[0.0001562538,0.0004960268,0.0003016212,0.0004674516,0.0001583668,0.0005572126,0.0001634055,0.0005892713,0.02560855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001699957,"about_ca_system_score_gemma":0.00008665244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004899762,"about_ca_topic_score_gemma":0.0236361,"domain_scores_codex":[0.9972825,0.00002582596,0.0005117149,0.0006891295,0.0006854297,0.0008054001],"domain_scores_gemma":[0.9984332,0.0002730929,0.0002118428,0.0006688756,0.0000653487,0.000347598],"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":[0.00009294861,0.00005124879,0.0003827967,0.00007303769,0.00004240551,0.0002600598,0.00000425549,0.00001858268,6.409924e-8,0.000003087651,0.8582733,0.1407982],"study_design_scores_gemma":[0.0002492449,0.0003755316,0.00292474,0.00003868722,0.00004249288,0.0001141628,0.00001945352,0.0001958047,3.351148e-7,0.0002126056,0.9951574,0.0006695008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002947982,0.0002132498,0.00002019928,0.00001585107,0.0007373907,0.000244633,0.912982,0.0001227712,0.08536905],"genre_scores_gemma":[0.001149611,0.00007261779,0.00003173548,0.0002338381,0.0005598651,0.000002059742,0.9809656,0.00001471364,0.01696998],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1401287,"threshold_uncertainty_score":0.9997491,"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."}}