{"id":"W2029889928","doi":"10.1061/41185(417)68","title":"Major Breakwater Repair in the Azores","year":2011,"lang":"en","type":"article","venue":"","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Breakwater; Berm; Armour; Pier; Engineering; Port (circuit theory); Expanded polystyrene; Marine engineering; Civil engineering; Geotechnical engineering; Mechanical 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":[],"consensus_categories":[],"category_scores_codex":[0.0000810364,0.00007181053,0.00006396152,0.00003715416,0.00001338074,0.000003611961,0.00009306255,0.00002054887,0.0001981655],"category_scores_gemma":[0.000005149492,0.00004188508,0.00003158766,0.00007210285,0.000009470646,0.00003476618,0.00001885761,0.00007006686,0.00005244352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005728095,"about_ca_system_score_gemma":9.06627e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476705,"about_ca_topic_score_gemma":0.0002272706,"domain_scores_codex":[0.9996704,0.000004803327,0.00008539909,0.00005657163,0.00004841623,0.0001343923],"domain_scores_gemma":[0.9998245,0.00001641633,0.000002271981,0.0001414255,0.000004698555,0.0000106384],"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":[0.00003228582,0.0001930605,0.1847833,0.0005069174,0.0004736434,0.0003565726,0.03544486,0.003737476,0.0003215796,0.04433,0.7067074,0.02311292],"study_design_scores_gemma":[0.0003992661,0.0000574663,0.8064693,0.00002300993,0.00002712599,0.00002599589,0.0007430399,0.01127563,0.002665721,0.001213809,0.1766227,0.000477018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3403418,0.000466265,0.001366219,0.0001607581,0.0004155874,0.0001961036,0.000002452196,0.001359528,0.6556913],"genre_scores_gemma":[0.9975942,0.00002895325,0.001327117,0.0001005075,0.00004853146,0.00002210517,6.907842e-7,0.00001107922,0.0008668071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6572524,"threshold_uncertainty_score":0.2169773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282136187827316,"score_gpt":0.1784130853949661,"score_spread":0.165591723516693,"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."}}