{"id":"W4389954459","doi":"10.2139/ssrn.4668512","title":"Foamed Concrete Produced from Co2/N2 Foam Stabilized by Caco3 Nanoparticles and Ctab","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Foam concrete; Materials science; Nanoparticle; Composite material; Chemical engineering; Nanotechnology; Engineering; Cement","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001254218,0.0003628913,0.0002445404,0.0004092535,0.0002066231,0.0001770331,0.0001908628,0.0003996234,0.003271336],"category_scores_gemma":[0.0002028229,0.0001371244,0.0003042012,0.0002876982,0.0002783615,0.0001959654,0.0002073892,0.0004020837,0.000343986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253791,"about_ca_system_score_gemma":0.0002230643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386642,"about_ca_topic_score_gemma":0.004568468,"domain_scores_codex":[0.9998647,0.000009404667,0.000008534056,0.00002409866,0.00004394068,0.0000492673],"domain_scores_gemma":[0.9998503,0.00002656048,0.00004046356,0.00001445016,0.00003245512,0.00003588085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002692458,0.00001371506,0.0001614589,0.00007089006,0.000008684194,0.0001289394,0.00002489705,0.0003918372,0.9976701,0.00009329383,0.00005140612,0.001115451],"study_design_scores_gemma":[0.00001225057,0.0001305555,0.001946938,0.00000694031,0.00001080068,0.00005698166,0.00001871773,0.0008744532,0.9961625,0.00002830039,0.000745734,0.000005815672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961326,0.000381889,0.001385839,0.00002808025,0.00003570989,0.00001331716,0.0003488159,0.00007966034,0.001594082],"genre_scores_gemma":[0.9972223,0.00009602573,0.0009076343,0.00001047188,0.000004223243,0.000007316733,0.0002658285,0.00001805265,0.001468105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003271336,"threshold_uncertainty_score":0.01094371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158738176161004,"score_gpt":0.2485074672902554,"score_spread":0.232633649674155,"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."}}