{"id":"W3211234909","doi":"10.36106/paripex/8208168","title":"A REVIEW PAPER ON SOLAR CHIMNEY","year":2021,"lang":"en","type":"review","venue":"PARIPEX INDIAN JOURNAL OF RESEARCH","topic":"Solar Energy Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault College","funders":"","keywords":"Solar chimney; Solar energy; Environmental science; Chimney (locomotive); Electricity; Passive solar building design; Meteorology; Engineering; Marine engineering; Mechanical engineering; Inlet; Geography; Electrical 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003290955,0.0003748313,0.002283331,0.001053763,0.00010596,0.0001301298,0.001034853,0.0005229358,0.0002533557],"category_scores_gemma":[0.001157491,0.0002684288,0.000835372,0.001345906,0.00008934259,0.0001306423,0.0001111248,0.00385032,0.0002412866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285272,"about_ca_system_score_gemma":0.0005140566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005454981,"about_ca_topic_score_gemma":0.000004762534,"domain_scores_codex":[0.9964777,0.0006091723,0.001129504,0.0002390571,0.0009129266,0.0006315937],"domain_scores_gemma":[0.9979558,0.0004841379,0.0002691015,0.0007184328,0.0003377672,0.0002347886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[6.754757e-7,0.00001954897,0.000001041695,0.05328961,0.0004010863,0.001268972,0.0000204522,0.000006702911,2.748229e-7,0.0001801532,0.05944783,0.8853636],"study_design_scores_gemma":[0.00006155912,0.00008704991,4.478411e-7,0.216779,0.00008761881,0.0010722,0.00003160949,9.876014e-7,0.000005167592,0.00002960305,0.781662,0.0001827997],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001443482,0.9955634,0.0000117856,0.0001009679,0.0006426614,0.0003223257,0.00001274531,0.00006898812,0.003275717],"genre_scores_gemma":[0.00001624194,0.9988675,0.0001319642,0.00003966295,0.0005521993,0.00005039147,0.00001170722,0.0000978107,0.0002325147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8851808,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208876874100263,"score_gpt":0.4076395785653898,"score_spread":0.2867518911553635,"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."}}