{"id":"W7054733276","doi":"","title":"The Alexandre Taillefer Interview","year":2013,"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":"Interview; Work (physics); Subject (documents)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001107653,0.0002404808,0.0002303541,0.00002941224,0.00006136458,0.00007306944,0.0003590133,0.0002253485,0.3228913],"category_scores_gemma":[0.00001658308,0.000180127,0.0001105789,0.000006094184,0.00007886929,1.117167e-7,0.00004538595,0.0002058557,0.04108735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002646791,"about_ca_system_score_gemma":0.0000077451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006542228,"about_ca_topic_score_gemma":0.0003769027,"domain_scores_codex":[0.9990692,0.00002962805,0.0004051512,0.0000939259,0.0001855858,0.0002165436],"domain_scores_gemma":[0.9992522,0.0000741501,0.0001428741,0.0003995185,0.00005653013,0.0000746993],"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":[0.000001772078,0.000006087635,1.010037e-7,0.0002600038,0.00005493627,8.305378e-7,0.00002707141,0.0001951407,2.409348e-7,0.00009773902,0.9946337,0.004722427],"study_design_scores_gemma":[0.0001404267,0.00001628248,0.000001442375,0.00014864,0.00002582015,0.00001334517,0.0000351705,0.0001853557,0.000007576759,0.000009286439,0.9992108,0.0002058261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002439496,0.00160195,0.000004926989,0.0001834938,0.0002301907,0.0004412605,0.00007210371,0.000356685,0.997107],"genre_scores_gemma":[0.0001194151,0.001990302,0.0002714172,0.000121732,0.0001213514,0.00008072653,0.00008421564,0.0001345742,0.9970763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.281804,"threshold_uncertainty_score":0.9596593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006625992653745059,"score_gpt":0.1696785749293664,"score_spread":0.1630525822756213,"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."}}