{"id":"W7045286955","doi":"","title":"Advanced Solar Panel Installation in Nova Scotia to Boost Energy Efficiency By Maritime Solar","year":2024,"lang":"en","type":"other","venue":"","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Solar energy; Nova scotia; Renewable energy; Photovoltaic system","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":[0.0001670091,0.0002184752,0.00009592479,0.0002981247,0.001130624,0.0007148461,0.0004166079,0.0005833705,0.01420831],"category_scores_gemma":[0.0002575274,0.0001374874,0.0002433328,0.0002506361,0.0002637634,0.0001242103,0.0005232263,0.0003684459,0.001426788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005517839,"about_ca_system_score_gemma":0.01001194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9135661,"about_ca_topic_score_gemma":0.9789752,"domain_scores_codex":[0.9998761,0.000009437425,0.000002335606,0.00001233508,0.00004016959,0.00005948163],"domain_scores_gemma":[0.9997391,0.00001570055,0.00001315946,0.00001263034,0.0001250333,0.00009438575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003465618,0.0009662586,0.1213137,0.001219454,0.0001426823,0.01154773,0.001064418,0.02016522,0.08397846,0.01010895,0.5199324,0.2260951],"study_design_scores_gemma":[0.0004539681,0.0004083466,0.5244835,0.0001944454,0.00003650658,0.0004817295,0.001356581,0.007851515,0.007892,0.0006471424,0.4561431,0.00005124349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.475577,0.001858949,0.001512037,0.005205797,0.000846507,0.0007261009,0.01250567,0.0006115704,0.5011564],"genre_scores_gemma":[0.4414297,0.000673299,0.001449819,0.001014062,0.00004551636,0.00007390453,0.001837021,0.00007760225,0.5533991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08643389,"threshold_uncertainty_score":0.1738858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007481950242206821,"score_gpt":0.2154412767732631,"score_spread":0.2079593265310562,"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."}}