{"id":"W7066093404","doi":"","title":"Gormley - Michael von Massow - September 21, 2023","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Joins; Economic impact analysis; Launched","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003424901,0.0006023005,0.0002884837,0.0005710468,0.002339128,0.003116836,0.0004509642,0.00206472,0.6478318],"category_scores_gemma":[0.0009669768,0.0002927079,0.0002123603,0.0005075877,0.000425874,0.001568412,0.0015069,0.001830639,0.4523016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519457,"about_ca_system_score_gemma":0.002336795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05001489,"about_ca_topic_score_gemma":0.2092475,"domain_scores_codex":[0.9997072,0.00001419401,0.000004979783,0.00005323752,0.0001382045,0.00008214422],"domain_scores_gemma":[0.999411,0.00002617138,0.00001550544,0.00002150698,0.0001993967,0.0003264655],"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":[0.000008509322,0.000006789757,0.00004317037,0.00000886573,2.635392e-7,0.00001623008,0.000008029006,0.000005687004,0.00004608641,0.0005663995,0.991651,0.007638937],"study_design_scores_gemma":[0.000002065011,0.000003434001,0.0002256934,0.0000128209,2.580639e-7,0.000008534436,0.00002726907,0.00001062811,0.00003137011,0.00009886282,0.9995775,0.000001572793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005536193,0.001222858,0.0001683692,0.008793013,0.004589552,0.00006881547,0.001877987,0.0005036196,0.9822221],"genre_scores_gemma":[0.0004725779,0.0001474627,0.00002577777,0.0006069427,0.0000839613,0.000005261271,0.0001646098,0.00003983165,0.9984536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6478318,"threshold_uncertainty_score":0.5023252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005597030892697028,"score_gpt":0.1971387440755561,"score_spread":0.191541713182859,"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."}}