{"id":"W6944439963","doi":"10.17870/bathspa.c.4781243.v1","title":"Collective Reality (2016, 2017)","year":2021,"lang":"en","type":"other","venue":"Bath Spa University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Event (particle physics); Virtual reality; Immersion (mathematics); Work (physics)","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":[0.0002050777,0.0003812373,0.0005500689,0.0006618611,0.0001845867,0.00002677227,0.0005804681,0.00054818,0.02044511],"category_scores_gemma":[0.00006173298,0.000471967,0.0002079056,0.001042684,0.0002180752,0.00005848155,0.000423565,0.0003929501,0.004369629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032648,"about_ca_system_score_gemma":0.002151599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005967394,"about_ca_topic_score_gemma":0.005809015,"domain_scores_codex":[0.997957,0.000338803,0.00009871872,0.000794341,0.0004002886,0.0004108774],"domain_scores_gemma":[0.9983412,0.00005080986,0.0003131198,0.0009276668,0.0001493593,0.00021787],"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":[0.00006708484,0.0001224887,0.0002226285,0.00004444657,0.0002630634,0.0006907416,0.0001649095,9.898474e-7,0.00006200283,0.001380924,0.9969172,0.00006356063],"study_design_scores_gemma":[0.0007752267,0.00002367777,0.002740261,0.0002040573,0.0001683873,0.00001058026,0.0002514623,0.000005667055,0.00001867083,0.00004614797,0.9952706,0.0004852304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004604479,0.0004174452,0.0001533217,0.0000585847,0.0003886161,0.0003913549,0.00249003,0.0005212571,0.9955333],"genre_scores_gemma":[0.0001342779,0.000151437,0.0005437866,0.00002608352,0.0002303747,4.091686e-7,0.000428088,0.0004597697,0.9980258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01607548,"threshold_uncertainty_score":0.9997732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879337482674788,"score_gpt":0.2351066878874626,"score_spread":0.2063133130607148,"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."}}