{"id":"W4401485905","doi":"10.32388/y5s2db","title":"Review of: \"nanodipole L/d is significantly reduced, it cannot be used\"","year":2024,"lang":"en","type":"preprint","venue":"Qeios","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wave Control Systems (Canada)","funders":"","keywords":"Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002217535,0.000719961,0.001037163,0.001482078,0.0006528423,0.00136835,0.001610834,0.002941007,0.006760655],"category_scores_gemma":[0.005848524,0.0003283353,0.0004270731,0.001875575,0.001312491,0.00247987,0.001558808,0.002877626,0.007714521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726125,"about_ca_system_score_gemma":0.00439378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187568,"about_ca_topic_score_gemma":0.00240674,"domain_scores_codex":[0.998709,0.000172643,0.0001228046,0.0002885115,0.0005909487,0.0001161292],"domain_scores_gemma":[0.9952222,0.001420852,0.0003122427,0.0002281869,0.002515103,0.0003014751],"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":[0.0001069463,0.0000181405,0.00005179813,0.004128858,0.0000260513,0.00004754673,0.0000472557,0.0001245054,0.003063573,0.01265505,0.8465282,0.1332021],"study_design_scores_gemma":[0.000005244434,0.00001815965,0.00009356329,0.000376432,0.00001588951,0.00003215468,0.00001412838,0.00002889047,0.001122546,0.001091201,0.9971936,0.000008139403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001649596,0.6522503,0.005883451,0.1180572,0.1883711,0.00008836422,0.001592704,0.0003531286,0.03175413],"genre_scores_gemma":[0.01465865,0.7510946,0.003369515,0.09064878,0.05967849,0.0002084967,0.001859648,0.0003727768,0.07810903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006760655,"threshold_uncertainty_score":0.02261662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626754984272663,"score_gpt":0.2690610234465051,"score_spread":0.2327934736037785,"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."}}