{"id":"W1575606380","doi":"","title":"Long Beach Breakwater System","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Breakwater; Coastal erosion; Beach nourishment; Shore; Geotechnical engineering; Rubble; Geology; Erosion; Engineering; Oceanography; Geomorphology","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":[0.000470011,0.0006964818,0.0004428209,0.001605068,0.003162619,0.003213286,0.001681411,0.000926413,0.1765571],"category_scores_gemma":[0.001465569,0.0003246039,0.0004591811,0.002461151,0.0006915238,0.002058954,0.003174602,0.001150956,0.04500898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003155071,"about_ca_system_score_gemma":0.004399607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08907817,"about_ca_topic_score_gemma":0.1327523,"domain_scores_codex":[0.9987677,0.00005845265,0.00007420886,0.0002483111,0.0006331073,0.0002183378],"domain_scores_gemma":[0.9981933,0.00007654084,0.0001657205,0.000201888,0.001025778,0.000336727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005713171,0.0006472146,0.04805977,0.001151795,0.00007975898,0.0009797373,0.001541218,0.001518318,0.006334984,0.01763278,0.5289329,0.3925503],"study_design_scores_gemma":[0.00006039724,0.0003775818,0.03234084,0.0001510043,0.00003535534,0.0003619168,0.002010341,0.0006326927,0.0009249356,0.0006802729,0.9623659,0.00005879039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1329449,0.002812438,0.00821695,0.002684458,0.001052218,0.001334397,0.02501521,0.004642435,0.8212971],"genre_scores_gemma":[0.3252575,0.002873681,0.01293452,0.001787653,0.0002065171,0.0007529803,0.03651806,0.0006864066,0.6189827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9109218,"threshold_uncertainty_score":0.5906425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004845251070347333,"score_gpt":0.1677248251808348,"score_spread":0.1628795741104875,"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."}}