{"id":"W4411657833","doi":"10.51847/v4c2jjo","title":"10.51847/v4C2jJO","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Porous silicon; Doping; Silicon; Porosity; Chemical engineering; Nanotechnology; Optoelectronics; Composite material","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":[0.000238413,0.0005796835,0.0004532335,0.001736309,0.0007802288,0.001967948,0.0009058348,0.001285812,0.7529821],"category_scores_gemma":[0.0003870728,0.0002452687,0.0003095351,0.001218202,0.0002721115,0.0005244046,0.0008252756,0.0005958658,0.613534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009021496,"about_ca_system_score_gemma":0.0004431671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135401,"about_ca_topic_score_gemma":0.005239246,"domain_scores_codex":[0.9997328,0.00001414825,0.00001001114,0.00005485166,0.0001020687,0.00008614298],"domain_scores_gemma":[0.9996978,0.00002509521,0.0000212542,0.00004850014,0.0001147186,0.00009263873],"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":[0.0005093658,0.0007112991,0.003977844,0.0004844892,0.00004756689,0.0004349158,0.0001185248,0.001124728,0.1694499,0.01495142,0.2598816,0.5483084],"study_design_scores_gemma":[0.00003854103,0.00007611268,0.004220672,0.0001024588,0.00001270318,0.0005194554,0.00008602812,0.002190776,0.01448951,0.0008676476,0.97738,0.00001616943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02096851,0.0009326935,0.004800312,0.0006912453,0.001692372,0.0001551036,0.003355022,0.002215029,0.9651898],"genre_scores_gemma":[0.02745534,0.0003503975,0.003373134,0.0002028178,0.0001891571,0.00007617018,0.003487816,0.0004755963,0.9643896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2470179,"threshold_uncertainty_score":0.3523411,"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."}}