{"id":"W7053432244","doi":"","title":"WC052 Prince Albert - S71 Q2 - 1 February 2013","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":"Perspective (graphical); Period (music); Exposition (narrative); Work (physics); Metropolitan area","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":[0.00007425933,0.0003672394,0.0003569165,0.00007482467,0.0000442487,0.00005896356,0.0003767942,0.0004023015,0.3709149],"category_scores_gemma":[0.00001619573,0.000367247,0.0001245173,0.000009990888,0.00007841135,3.336643e-7,0.00005864668,0.0002757249,0.07813086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005560729,"about_ca_system_score_gemma":0.00001630163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187655,"about_ca_topic_score_gemma":0.001146356,"domain_scores_codex":[0.9987018,0.00002237515,0.0005207928,0.0001703543,0.0002729836,0.0003116885],"domain_scores_gemma":[0.9990215,0.00006244094,0.0002046711,0.0004995019,0.00006529076,0.0001466449],"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":[0.000003994574,0.00001968254,0.000001126355,0.0004129668,0.00006310849,0.000002744229,0.00003420978,0.001071822,0.000001592951,0.0000713843,0.9974387,0.0008787163],"study_design_scores_gemma":[0.0002379397,0.0000247688,0.00001269083,0.0001559457,0.00003518202,0.00002523286,0.00001889785,0.0003083114,0.00002152249,0.0000124886,0.9987533,0.0003937005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002148778,0.0005061707,0.000006907233,0.0001602787,0.0002562436,0.000614593,0.0001356217,0.0006412129,0.9976575],"genre_scores_gemma":[0.0002632824,0.0008026519,0.001696461,0.0001539967,0.0001822864,0.00009224145,0.0002654716,0.0002194091,0.9963242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.292784,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004651459804132822,"score_gpt":0.1647356276386424,"score_spread":0.1600841678345096,"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."}}