{"id":"W7045433077","doi":"","title":"Aerogel Market Future Analysis, Demand by Regions and Opportunities with Challenges by 2029 – US and Canada Report","year":2025,"lang":"en","type":"other","venue":"","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Supply and demand; Aerogel; Sustainability; Market research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006238434,0.0003128269,0.0004355729,0.0000624957,0.00007691012,0.00003973617,0.0000803786,0.0003170774,0.003639003],"category_scores_gemma":[0.000004102791,0.0002466415,0.00003736474,0.00005590874,0.00007618422,0.00003197536,0.00004760104,0.0001573612,1.4109e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003401507,"about_ca_system_score_gemma":0.0002239251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2584067,"about_ca_topic_score_gemma":0.7704235,"domain_scores_codex":[0.9989374,0.00001894726,0.0002078036,0.0004449854,0.0002101047,0.0001807655],"domain_scores_gemma":[0.9991936,0.00002880589,0.000237565,0.0003631127,0.00003940443,0.0001374773],"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":[0.00001468282,0.00001627033,0.001705494,0.0002522792,0.001613662,0.0001559445,0.00001374547,2.273968e-7,0.0000153583,0.0004177149,0.994857,0.0009376876],"study_design_scores_gemma":[0.0001999147,0.00000639568,0.0001864982,0.00009996811,0.0007430336,0.00004638602,0.0006352019,0.00002736591,0.00006427699,0.00001465323,0.9976524,0.0003238778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001593926,0.04717017,0.00005806249,0.00147774,0.00003639457,0.00007942272,0.0007121487,0.00007623398,0.9487959],"genre_scores_gemma":[0.01074081,0.02661004,0.0000460132,0.0001559058,0.000114488,0.00001629001,0.0009589719,0.00009710834,0.9612604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5120168,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009946653222512845,"score_gpt":0.2004439544206001,"score_spread":0.1904973011980873,"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."}}