{"id":"W7049453155","doi":"","title":"January 10th, 2023","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Sign (mathematics); Football; Front (military)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001205879,0.001079066,0.0008640832,0.0009744124,0.00001284591,0.0002100071,0.001163962,0.0003136629,0.01097431],"category_scores_gemma":[0.00001712297,0.001037278,0.0005699332,0.0001480811,0.0002422568,0.00007196525,0.0006782026,0.001340643,0.02951066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006717939,"about_ca_system_score_gemma":0.000033562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006903934,"about_ca_topic_score_gemma":0.01322606,"domain_scores_codex":[0.9970672,0.00008282294,0.0006179808,0.00101318,0.000296062,0.000922754],"domain_scores_gemma":[0.9986743,0.0001394857,0.0001189406,0.0007267995,0.00001295667,0.000327554],"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":[0.00003797634,0.00004100555,0.000004968223,0.0009282756,0.0009365646,0.0004645883,0.001946324,0.00006569079,0.002411229,0.0006718467,0.9921282,0.0003633629],"study_design_scores_gemma":[0.000294976,0.0001240202,0.000005509215,0.002858188,0.0001385515,0.000160316,0.00006375067,0.01262685,0.001995906,0.00294161,0.9777399,0.001050397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001610258,0.008409182,0.01383857,0.00002222991,0.003576202,0.0007897444,0.002164812,0.001978812,0.9690594],"genre_scores_gemma":[0.001989691,0.001460852,0.001986611,0.0001335168,0.001316238,0.0001795701,0.0009431786,0.001825475,0.9901649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02110544,"threshold_uncertainty_score":0.9997092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009826227815828618,"score_gpt":0.2212669430491301,"score_spread":0.2114407152333015,"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."}}