{"id":"W7050788539","doi":"","title":"9781552387900.pdf","year":2015,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollock; Work (physics); Performance art; Architecture","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":[0.0006393032,0.0007733448,0.0004326653,0.001672651,0.001657418,0.008411697,0.001123722,0.001496108,0.9331809],"category_scores_gemma":[0.002657157,0.00037663,0.0004313493,0.002247327,0.0006862692,0.003803638,0.003911593,0.00109589,0.9113573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229216,"about_ca_system_score_gemma":0.001450359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006612473,"about_ca_topic_score_gemma":0.01160336,"domain_scores_codex":[0.9995395,0.00005077277,0.0000246942,0.0000660923,0.0002409906,0.00007798508],"domain_scores_gemma":[0.9988122,0.0001714823,0.00004702112,0.0001623698,0.0003893939,0.0004175791],"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":[0.00002363976,0.00002059361,0.0001250789,0.0001421776,0.00000172146,0.00003888697,0.00009955606,0.0000408124,0.000203486,0.00489586,0.8338969,0.1605114],"study_design_scores_gemma":[0.000002318803,0.000003121749,0.0001893323,0.00006472781,5.104511e-7,0.00002720727,0.00007041466,0.00001441815,0.0000443149,0.0002867297,0.999294,0.000002844403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001456959,0.0002961243,0.0003860633,0.0003187693,0.0004084162,0.00002776714,0.001768838,0.0007266184,0.9959217],"genre_scores_gemma":[0.0008865995,0.0003748682,0.0002223627,0.0001427897,0.00007161851,0.00002407151,0.00123219,0.0004441713,0.9966012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06681913,"threshold_uncertainty_score":0.09530938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448008437908573,"score_gpt":0.2686135800809177,"score_spread":0.254133495701832,"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."}}