{"id":"W7066191523","doi":"","title":"Gormley - Kevin Hursh - Tuesday, July 19, 2022","year":2022,"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":"Joins; Work (physics); Teleconference","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":["insufficient_payload"],"category_scores_codex":[0.0004059128,0.0005703644,0.0003483523,0.0005852774,0.002031437,0.003146597,0.0004777571,0.001527142,0.6981199],"category_scores_gemma":[0.001465602,0.0003619629,0.0002262712,0.000574191,0.0003044966,0.001376935,0.001547344,0.001869677,0.602373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108033,"about_ca_system_score_gemma":0.002062593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02990845,"about_ca_topic_score_gemma":0.1325502,"domain_scores_codex":[0.9997581,0.00001640699,0.000005757276,0.00003595022,0.000114236,0.00006952125],"domain_scores_gemma":[0.9991265,0.00005406897,0.00002446331,0.00004091102,0.0003719473,0.0003820998],"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":[0.000007669746,0.000005784418,0.00003571865,0.000008028976,2.248919e-7,0.00001031714,0.000005396032,0.000005313839,0.00004127321,0.0001477156,0.9946054,0.005127167],"study_design_scores_gemma":[0.000002590655,0.00000399539,0.0003068524,0.00001299266,3.682434e-7,0.000007343603,0.00002776216,0.00001244457,0.0000368715,0.00005691045,0.9995301,0.000001855677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006839552,0.0008710388,0.0003576743,0.007334229,0.006296787,0.00009501253,0.00498814,0.001787442,0.9775858],"genre_scores_gemma":[0.0004973916,0.0001336339,0.00005948546,0.0007603131,0.00008725338,0.000009558862,0.0004908789,0.0001223286,0.9978392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3018801,"threshold_uncertainty_score":0.4305952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005000464367717032,"score_gpt":0.1940686148706663,"score_spread":0.1890681505029492,"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."}}