{"id":"W7014409525","doi":"","title":"Physical modelling of shoreline improvements in the Caribbean","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Coastal engineering; Intertidal zone; Sediment transport; Tidal range; Wave height; Range (aeronautics); Physical modelling; Seawall; Instrumentation (computer programming)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001394632,0.0003394078,0.0002388123,0.0006371955,0.0006319297,0.001664653,0.0009084655,0.0006497378,0.003336016],"category_scores_gemma":[0.0009729502,0.0003597483,0.0003976319,0.001102758,0.0003985053,0.0005315875,0.0008430515,0.0003610097,0.0002720436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421329,"about_ca_system_score_gemma":0.001670788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3643829,"about_ca_topic_score_gemma":0.3387034,"domain_scores_codex":[0.9998764,0.00002105454,0.000006922806,0.00002504974,0.00004219067,0.00002842053],"domain_scores_gemma":[0.9998326,0.00003353017,0.00003252382,0.00002286252,0.00005626241,0.00002218013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003282355,0.00002479678,0.009697453,0.00005313793,0.00001971162,0.0003424541,0.0003040392,0.971438,0.00279816,0.003593606,0.0006283269,0.01106743],"study_design_scores_gemma":[0.00002262601,0.00003420566,0.01412005,0.00002427382,0.00001888996,0.00006524259,0.0004906582,0.9751425,0.0005379589,0.0007857193,0.008731933,0.00002581904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066804,0.0004311191,0.02163966,0.0004568195,0.00002360318,0.0001258791,0.001602495,0.0004181635,0.06862187],"genre_scores_gemma":[0.9897515,0.000403742,0.005424546,0.00002423628,0.000003401788,0.00006004221,0.0002935762,0.00005708782,0.00398186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643829,"threshold_uncertainty_score":0.724524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794607687354343,"score_gpt":0.2179136611208751,"score_spread":0.1999675842473317,"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."}}