{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000665558,0.0006488752,0.0003398928,0.0007160904,0.003273449,0.003875923,0.000601134,0.003868186,0.5883784],"category_scores_gemma":[0.002599585,0.0004535978,0.0002668928,0.0007042949,0.0005611171,0.002101796,0.001342184,0.002858789,0.4538152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651062,"about_ca_system_score_gemma":0.00282301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04871248,"about_ca_topic_score_gemma":0.1921766,"domain_scores_codex":[0.9993777,0.00004485343,0.00001701324,0.00008620366,0.0003342348,0.0001399834],"domain_scores_gemma":[0.9988495,0.0001027534,0.00003387467,0.00006770513,0.0007056847,0.0002404504],"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":[0.000005051711,0.000004152152,0.0000309641,0.00001154342,1.991537e-7,0.00001470782,0.000008756294,0.000007381982,0.00005547206,0.0004682683,0.9956712,0.003722233],"study_design_scores_gemma":[0.000001435193,0.000002991707,0.0001800252,0.0000155969,2.885222e-7,0.000008195162,0.00003768383,0.00001100948,0.00005744783,0.00009012963,0.9995928,0.00000232585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004854967,0.001057516,0.0003194921,0.01310329,0.004491745,0.00008341122,0.002320862,0.0008833095,0.977255],"genre_scores_gemma":[0.0003982821,0.0001215631,0.0000221604,0.00130565,0.00005730057,0.000009177978,0.0001530938,0.00006315538,0.9978696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5883784,"threshold_uncertainty_score":0.5871282,"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."}}