{"id":"W2142744137","doi":"10.5539/jsd.v5n12p19","title":"Development of a Green Floating Breakwater with Re-use of PET Bottles","year":2012,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de São Paulo","keywords":"Reuse; Breakwater; Shore; Sustainable development; Coastal erosion; Environmentally friendly; Business; Humanity; Resource (disambiguation); Environmental planning; Environmental resource management; Environmental science; Architectural engineering; Waste management; Engineering; Computer science; Geology; Ecology; Political science; Oceanography; Law","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":[0.0002347935,0.0003805792,0.0002868054,0.0004420539,0.0004104477,0.0008793629,0.0006858096,0.0005721835,0.003152524],"category_scores_gemma":[0.0003961305,0.0001628219,0.0006004652,0.0003688211,0.000358553,0.001627779,0.0008072181,0.0005155799,0.0005875027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278926,"about_ca_system_score_gemma":0.000397821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955674,"about_ca_topic_score_gemma":0.003121167,"domain_scores_codex":[0.9997268,0.00002139378,0.00001502954,0.00003959008,0.0001638608,0.00003324653],"domain_scores_gemma":[0.9998735,0.00001258564,0.00002332418,0.00002107208,0.00004443945,0.00002503054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002297006,0.0004582681,0.003146562,0.001120236,0.00003816966,0.001727117,0.0008368288,0.006996196,0.8267402,0.006541871,0.001386231,0.1507787],"study_design_scores_gemma":[0.00005139144,0.001862944,0.007232226,0.00022303,0.0001071441,0.001654185,0.001151154,0.01585292,0.8188542,0.002061622,0.1508739,0.00007538013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515738,0.002026885,0.09880578,0.0009454046,0.0003976039,0.0005466121,0.0004196624,0.0006098615,0.04467444],"genre_scores_gemma":[0.9125628,0.001631286,0.06229942,0.0001551895,0.00002448442,0.0001261335,0.0002130133,0.0001027139,0.02288488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003152524,"threshold_uncertainty_score":0.01054621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117431541557034,"score_gpt":0.1967900220101781,"score_spread":0.1850468678544747,"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."}}