{"id":"W6987293133","doi":"","title":"Solaxer’s Innovative Solar Thermal Tubes Achieve 96% Solar Absorption – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Humor Studies and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thermal; Solar energy; Absorption (acoustics); Photovoltaic system; Thermal radiation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009921867,0.0004328811,0.0001741483,0.0008920226,0.003480362,0.001384174,0.0006862535,0.0009346059,0.02724721],"category_scores_gemma":[0.0006880866,0.0001734503,0.0002448633,0.0008565945,0.0009131625,0.0005406798,0.0009386502,0.001158278,0.004778618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007465499,"about_ca_system_score_gemma":0.01891653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6786444,"about_ca_topic_score_gemma":0.901276,"domain_scores_codex":[0.9990634,0.00001947846,0.000007154771,0.00004156279,0.0007245647,0.0001438519],"domain_scores_gemma":[0.9989612,0.00004295998,0.0000144181,0.00002988766,0.0007870505,0.0001644422],"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":[0.0003002996,0.000279435,0.0032142,0.0001997712,0.00002574208,0.0001765827,0.0007717891,0.0005493428,0.02721727,0.02856764,0.6165832,0.3221147],"study_design_scores_gemma":[0.00003104257,0.00005734284,0.008271186,0.00003600641,0.00001395993,0.00007182458,0.0006166368,0.0003652914,0.0324233,0.001003964,0.9570883,0.00002095645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03476029,0.004186938,0.004727879,0.01283204,0.0009045363,0.000304739,0.002615087,0.001175852,0.9384927],"genre_scores_gemma":[0.08843599,0.002752005,0.005659463,0.001510742,0.00006798056,0.00006251283,0.001137693,0.0002616051,0.900112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3213556,"threshold_uncertainty_score":0.6464962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492092066455191,"score_gpt":0.2932525477864374,"score_spread":0.2783316271218855,"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."}}