{"id":"W4404833442","doi":"10.1007/978-3-031-73486-1_9","title":"An Overview of Recent Advances in Using Direct Air Capture for Greenhouse Enrichment","year":2024,"lang":"en","type":"book-chapter","venue":"Springer proceedings in energy","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Environmental science","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"],"consensus_categories":[],"category_scores_codex":[0.0002029138,0.0003930402,0.0005975707,0.0004876832,0.00001542277,0.00002361603,0.0002149523,0.0003376244,0.00002982555],"category_scores_gemma":[0.000008227175,0.0004067417,0.0001199435,0.0001392876,0.00002659167,0.0001876817,0.00004265167,0.0002704747,0.000002416063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727152,"about_ca_system_score_gemma":0.00002973966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005605708,"about_ca_topic_score_gemma":0.0002630493,"domain_scores_codex":[0.9984273,0.000002435377,0.0006103799,0.0004315804,0.0002355393,0.0002927715],"domain_scores_gemma":[0.999531,0.0000166529,0.0001378071,0.0001516681,0.00009600673,0.000066904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009128894,0.0001139815,0.0002438856,0.01156951,0.0002065133,0.00002957,0.001766673,0.1683127,0.003504255,0.7609819,0.0003268447,0.05285292],"study_design_scores_gemma":[0.0002980646,0.0000490178,0.00001705545,0.003317201,0.00004776542,0.000007629155,0.00007753026,0.02057427,0.001096679,0.006964682,0.9669251,0.0006250322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004866892,0.4029895,0.001550719,0.00005644013,0.004149506,0.001256836,0.00009872171,0.001142443,0.5838889],"genre_scores_gemma":[0.7046575,0.2327019,0.003150822,0.0001935901,0.001803369,0.0004635864,0.00005935641,0.001076318,0.05589354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9665982,"threshold_uncertainty_score":0.9998385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309568512118664,"score_gpt":0.2763567359950021,"score_spread":0.2432610508738155,"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."}}