{"id":"W7050894561","doi":"","title":"PROF BARRIE JONES","year":2009,"lang":"en","type":"article","venue":"PubMed Central","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Natural (archaeology)","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":[0.0007122325,0.001078994,0.0006318866,0.001383781,0.001058942,0.002296058,0.0007900181,0.001705522,0.5622653],"category_scores_gemma":[0.0042458,0.0003708376,0.0002926303,0.0006163133,0.0003872618,0.001668467,0.001767971,0.001887435,0.5532242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273136,"about_ca_system_score_gemma":0.000881287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090326,"about_ca_topic_score_gemma":0.003579859,"domain_scores_codex":[0.999521,0.00005410141,0.00001923028,0.0000937381,0.0002571084,0.00005480381],"domain_scores_gemma":[0.9982393,0.0002284783,0.00008325778,0.00009134813,0.0006676235,0.0006899908],"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":[0.00001539242,0.00000729261,0.00004316632,0.00004022642,0.0000011569,0.00004312283,0.000008432728,0.000009883834,0.0001651717,0.0004970311,0.9363126,0.06285652],"study_design_scores_gemma":[0.000004437732,0.000009188961,0.0001299547,0.0000235854,0.000001276343,0.0001353267,0.00001893702,0.00001567838,0.00006194335,0.0003325759,0.9992638,0.000003205964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000930325,0.0196489,0.003231298,0.05547703,0.05789726,0.0002503928,0.001410208,0.002808677,0.858346],"genre_scores_gemma":[0.0009326867,0.00267072,0.0004314156,0.004439346,0.00231425,0.00003941112,0.0002109403,0.0001884711,0.9887727],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4377347,"threshold_uncertainty_score":0.6243755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009061539878765084,"score_gpt":0.2214177343055636,"score_spread":0.2123561944267985,"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."}}