{"id":"W4411656560","doi":"10.51847/cgalafomhf","title":"10.51847/CgalaFOMHf","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":"Absorption (acoustics); Chemical engineering; Materials science; Chemistry; Environmental 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":[0.0004902142,0.001481732,0.0007104943,0.003063982,0.001100571,0.002307461,0.001458095,0.003544354,0.8983204],"category_scores_gemma":[0.001015762,0.0003889092,0.0006143012,0.001758653,0.0008434252,0.001822179,0.001661652,0.001116568,0.9015625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205723,"about_ca_system_score_gemma":0.0005782465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149998,"about_ca_topic_score_gemma":0.002179777,"domain_scores_codex":[0.9996112,0.00003215039,0.00001928031,0.0001034511,0.0001424221,0.00009151765],"domain_scores_gemma":[0.9993399,0.0001685727,0.00003701745,0.0001171077,0.0002231989,0.0001141388],"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":[0.0004824575,0.0003844271,0.001279485,0.0004715146,0.00003197621,0.0004607832,0.000120765,0.0007932985,0.02209252,0.007157948,0.1782394,0.7884854],"study_design_scores_gemma":[0.00008820165,0.000109838,0.002181319,0.0001979186,0.00001995161,0.0009658584,0.0000751514,0.002805016,0.008133092,0.002425793,0.9829675,0.00003055855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006511446,0.002195515,0.01495734,0.00242829,0.001353274,0.0002696943,0.00268547,0.007627371,0.9619716],"genre_scores_gemma":[0.02111777,0.0008020949,0.01232213,0.0009848018,0.0002677935,0.0002013304,0.003090516,0.0006649676,0.9605485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1016796,"threshold_uncertainty_score":0.1450335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003985548520462067,"score_gpt":0.1449517927124881,"score_spread":0.1409662441920261,"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."}}