{"id":"W1517652960","doi":"10.2172/1013425","title":"Deployment Effects of Marin Renewable Energy Technologies","year":2010,"lang":"en","type":"report","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Scope (computer science); Variety (cybernetics); Emerging technologies; Baseline (sea); Renewable energy; Environmental impact assessment; Work (physics); Technology readiness level; Risk analysis (engineering); Environmental resource management; Systems engineering; Business; Engineering; Environmental economics; Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001344078,0.0004668721,0.0002288293,0.0007105079,0.0007005739,0.001673508,0.0004320459,0.0006852804,0.01044688],"category_scores_gemma":[0.002149935,0.0002142803,0.0004246789,0.0007715108,0.000415941,0.001330335,0.001249186,0.0005832445,0.001736872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822578,"about_ca_system_score_gemma":0.0004841489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006918428,"about_ca_topic_score_gemma":0.01336922,"domain_scores_codex":[0.9990777,0.0002933043,0.00003576202,0.0001048921,0.0003753509,0.0001129201],"domain_scores_gemma":[0.9987875,0.0004549508,0.0001155658,0.000150236,0.0003933998,0.00009839037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002192288,0.001210716,0.09981971,0.001419838,0.0002762355,0.004392061,0.001730753,0.1723629,0.0786759,0.09713296,0.04320713,0.4975795],"study_design_scores_gemma":[0.0002727049,0.005164108,0.281379,0.0006613844,0.0003831634,0.002175059,0.007340927,0.1153116,0.0672067,0.02166204,0.4982188,0.0002244863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5371674,0.001707509,0.009116721,0.003059715,0.0004810251,0.0001323514,0.0009841336,0.0004226579,0.4469284],"genre_scores_gemma":[0.9816149,0.001005967,0.002921358,0.0002985956,0.00003995085,0.00003955505,0.000549847,0.00007960312,0.01345027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044688,"threshold_uncertainty_score":0.03494829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006967985394330987,"score_gpt":0.2069073140461649,"score_spread":0.1999393286518339,"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."}}