{"id":"W6885940132","doi":"10.14288/1.0133161","title":"PSA master","year":2015,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nice; Soft power; SwIPe; Launched","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":[],"category_scores_codex":[0.000731943,0.000835152,0.0006084748,0.001659902,0.002667312,0.003790026,0.001173827,0.001058333,0.90079],"category_scores_gemma":[0.003819716,0.0006141599,0.0003964446,0.001763774,0.0004676382,0.002602576,0.002992406,0.002112973,0.822193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684968,"about_ca_system_score_gemma":0.003211333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009629377,"about_ca_topic_score_gemma":0.02631709,"domain_scores_codex":[0.999415,0.00006683302,0.00002447868,0.0001122201,0.0002885921,0.00009291526],"domain_scores_gemma":[0.9975317,0.0001927022,0.00006053566,0.0003588867,0.00130272,0.0005535421],"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":[0.0000157113,0.000008089534,0.00003534614,0.00002370013,3.103985e-7,0.00001414309,0.00005108932,0.00001459202,0.00008142604,0.001225602,0.9756378,0.02289221],"study_design_scores_gemma":[0.00000293256,0.000006680319,0.000195234,0.00001847872,3.847445e-7,0.00001956673,0.00008218402,0.00002013196,0.0000535028,0.0002309057,0.9993678,0.000002225373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003931044,0.000203195,0.001298339,0.0016495,0.00262168,0.0002218106,0.007463401,0.002438929,0.9837102],"genre_scores_gemma":[0.0009531325,0.00009659606,0.0003540396,0.0002210389,0.0002029489,0.00005169033,0.001877484,0.0005296039,0.9957135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09920996,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06265844963837111,"score_gpt":0.3072699568935056,"score_spread":0.2446115072551344,"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."}}