{"id":"W7050673225","doi":"","title":"Columbus, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alley; lilac; Division (mathematics); Work (physics); State (computer science)","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":[0.0006957412,0.001764296,0.0009113446,0.001347996,0.003859347,0.005749412,0.001023782,0.002118546,0.9135146],"category_scores_gemma":[0.0015339,0.0006074561,0.0006035434,0.002181949,0.0007737977,0.003131663,0.002295955,0.002282773,0.7257729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420733,"about_ca_system_score_gemma":0.002760862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009430609,"about_ca_topic_score_gemma":0.03023556,"domain_scores_codex":[0.9991426,0.00008115923,0.00004106233,0.0003231102,0.0002879291,0.0001240924],"domain_scores_gemma":[0.9988914,0.0001455525,0.00006553706,0.0001573483,0.0003700121,0.0003702807],"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":[0.0001031099,0.0001448992,0.0006675802,0.0001338775,0.00001070068,0.0002080927,0.0001118945,0.00007529555,0.0007821219,0.00650454,0.8784736,0.1127843],"study_design_scores_gemma":[0.00001590959,0.00001852963,0.0006959307,0.00005542074,0.000004363242,0.00004811071,0.0001227271,0.00004916579,0.0001064108,0.0005926453,0.9982844,0.000006358089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006055231,0.000729198,0.0006629771,0.001416972,0.001597346,0.00007541454,0.005502966,0.000898376,0.9885112],"genre_scores_gemma":[0.001939841,0.0007559573,0.0004977594,0.0003056161,0.0001473093,0.0000641043,0.001775004,0.000284838,0.9942296],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08648545,"threshold_uncertainty_score":0.123361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00557550306332072,"score_gpt":0.1983298913416315,"score_spread":0.1927543882783108,"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."}}