{"id":"W7054384626","doi":"","title":"Adaptive - Complex E.P. [bump007]","year":2006,"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":"Class (philosophy); Context (archaeology); Adaptive control; Key (lock); Adaptation (eye)","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":[0.0007419961,0.001381553,0.0005853684,0.001574714,0.001308528,0.003577475,0.001674017,0.002034177,0.519069],"category_scores_gemma":[0.003819052,0.0006544627,0.0005368334,0.002400961,0.0006343509,0.003645969,0.001777648,0.001866449,0.3605737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418282,"about_ca_system_score_gemma":0.001011705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02325684,"about_ca_topic_score_gemma":0.0414298,"domain_scores_codex":[0.9995454,0.00004455712,0.00002005782,0.00008910391,0.0002581296,0.00004285441],"domain_scores_gemma":[0.9990522,0.0002025856,0.00002940102,0.0001896345,0.0004029779,0.0001230653],"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":[0.00003464728,0.000007295785,0.00005774956,0.00007720814,0.000002979219,0.00003752933,0.00004645604,0.0001397561,0.0003072405,0.007830124,0.8936262,0.09783289],"study_design_scores_gemma":[0.000006423234,0.000005569475,0.0001277931,0.0000385044,0.000001979108,0.00006839601,0.00001744973,0.0003065981,0.0002732576,0.002760259,0.9963841,0.000009625539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003737823,0.00350102,0.0600087,0.005075839,0.002658053,0.0001691069,0.007081888,0.03003947,0.8910921],"genre_scores_gemma":[0.003732286,0.002065905,0.01555905,0.001229354,0.0004543271,0.00009054068,0.004605837,0.009003121,0.9632595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.480931,"threshold_uncertainty_score":0.6859897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00878271393017959,"score_gpt":0.1740788524598405,"score_spread":0.1652961385296609,"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."}}