{"id":"W4214618037","doi":"10.1016/j.isci.2022.103990","title":"Current status and pillars of direct air capture technologies","year":2022,"lang":"en","type":"review","venue":"iScience","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":332,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Current (fluid); Adaptation (eye); Climate change; Carbon dioxide; Nanotechnology; Environmental science; Engineering physics; Materials science; Chemistry; Engineering; Physics; Ecology; Electrical engineering; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259925380274151,"score_gpt":0.2730919682336139,"score_spread":0.2470994302061988,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["not_applicable"],"consensus_intersection":[],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0011444266422522317,"metaepi_narrow":0.00015259021896696422,"metaepi_broad":0.0006103608758678569,"bibliometrics":0.00016784924086366064,"sts":0.000686655985351339,"scholarly_communication":0.00009155413138017853,"open_science":0.00006103608758678569,"research_integrity":0.00010681315327687495,"randomized_trial":0,"nonrandomized_trial":0.000045777065690089265,"observational":0.000030518043793392844,"systematic_review":0.0026550698100251775,"meta_analysis":0.00015259021896696422,"case_report":0.000015259021896696422,"qualitative":0.000030518043793392844,"simulation_or_modeling":0.0031128404669260703,"bench_or_experimental":0.00007629510948348211,"theoretical_or_conceptual":0.0042267490653849086,"not_applicable":0.01513694972152285,"design_other":0.7502098115510796},"gemma":{"metaresearch":0.004531929503318838,"metaepi_narrow":0.000045777065690089265,"metaepi_broad":0.00024414435034714275,"bibliometrics":0.0037842374303807126,"sts":0.0005951018539711605,"scholarly_communication":0.0002136263065537499,"open_science":0.002105745021744106,"research_integrity":0.0001373311970702678,"randomized_trial":0,"nonrandomized_trial":0,"observational":0.00015259021896696422,"systematic_review":0.007492179751277943,"meta_analysis":0.0001373311970702678,"case_report":0,"qualitative":0.00009155413138017853,"simulation_or_modeling":0.0008850232700083925,"bench_or_experimental":0.00006103608758678569,"theoretical_or_conceptual":0.0011291676203555353,"not_applicable":0.9405661097123674}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}