{"id":"W4411656510","doi":"10.51847/3xbjvnbf0r","title":"10.51847/3XBJVNBF0r","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nano-; Absorption (acoustics); Materials science; Chemical engineering; Nanotechnology; Chemistry; Composite material; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005981312,0.001084915,0.0008487861,0.002191747,0.0009296586,0.002014524,0.001237276,0.002537818,0.9107749],"category_scores_gemma":[0.0006491786,0.0003780494,0.0006517678,0.001247692,0.0005454653,0.0009938385,0.00143794,0.0009576022,0.8949558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137561,"about_ca_system_score_gemma":0.0003943585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646466,"about_ca_topic_score_gemma":0.00193127,"domain_scores_codex":[0.9995503,0.00003566175,0.00002586364,0.0001435562,0.000154773,0.00008982547],"domain_scores_gemma":[0.9994909,0.00008967992,0.00004188488,0.00009555432,0.0001926107,0.00008930049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004876505,0.000371358,0.001201237,0.0006213949,0.00003909597,0.000498739,0.0001124207,0.0007611486,0.04429857,0.009465436,0.1628658,0.7792772],"study_design_scores_gemma":[0.0000530383,0.00009801462,0.00211432,0.0002061484,0.00001515508,0.0005723501,0.00006730102,0.001430011,0.006613893,0.001344119,0.9874561,0.00002940944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00607215,0.001282428,0.008853005,0.0009619116,0.0009166872,0.0001763732,0.002646502,0.006231181,0.9728598],"genre_scores_gemma":[0.01265063,0.0003717437,0.006219795,0.000325054,0.00007933236,0.0001073895,0.002305045,0.0009124741,0.9770285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08922505,"threshold_uncertainty_score":0.1272686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004120466997390463,"score_gpt":0.1456692595985616,"score_spread":0.1415487926011712,"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."}}