{"id":"W7056728186","doi":"","title":"Gormley w/ Brad Wall - Paul Martin - Wednesday, December 22, 2021","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boom; Investment (military); Commodity; Bust","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":[0.000116303,0.0004067438,0.0004430328,0.00007222842,0.00004933211,0.00007591317,0.0003184759,0.0004607076,0.7023283],"category_scores_gemma":[0.00003392049,0.000429113,0.0001857962,0.00001888757,0.00006670413,2.493287e-7,0.00006955968,0.0003204419,0.020439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006116901,"about_ca_system_score_gemma":0.00003230989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499169,"about_ca_topic_score_gemma":0.001371103,"domain_scores_codex":[0.9984133,0.0000408978,0.0006367731,0.0002160314,0.0003367772,0.0003561831],"domain_scores_gemma":[0.9989039,0.00006734632,0.000215044,0.0005540138,0.00009547844,0.0001642305],"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":[0.00000748262,0.0000332371,0.000001274674,0.0005080466,0.00009667271,0.00002033437,0.00004649441,0.0009228622,0.000003577945,0.00003080221,0.9973801,0.0009490639],"study_design_scores_gemma":[0.0003545558,0.00002173921,0.000004029822,0.0002556181,0.0000573046,0.00005563393,0.00003275122,0.0004291356,0.00005301715,0.00001227898,0.9982727,0.0004512431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002190866,0.001067889,0.000004287285,0.0001546881,0.000543811,0.0003750293,0.0001876987,0.0003328164,0.9973119],"genre_scores_gemma":[0.0001936882,0.0008132276,0.00116565,0.0001804849,0.0002275739,0.00005670861,0.0008281282,0.0002231196,0.9963114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6818893,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005842787868395355,"score_gpt":0.1788393149337803,"score_spread":0.172996527065385,"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."}}