{"id":"W6984943132","doi":"","title":"DIY Ballroom/Live","year":2008,"lang":"en","type":"other","venue":"Middlesex University Research Repository (Middlesex University Of London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amateur; Appeal; Citizen journalism; Ballroom; Relation (database); Launched; Banner; Public space; Work (physics); Participatory culture","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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001556951,0.001565018,0.002425404,0.006964265,0.002570726,0.0001238053,0.006664445,0.002393065,0.004763913],"category_scores_gemma":[0.000263838,0.002121775,0.001414543,0.003947241,0.007782922,0.0009052098,0.003573618,0.003829232,0.01072178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003497676,"about_ca_system_score_gemma":0.002855749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03986255,"about_ca_topic_score_gemma":0.009149477,"domain_scores_codex":[0.9844907,0.003783785,0.0007112314,0.00310864,0.005021197,0.002884471],"domain_scores_gemma":[0.9900554,0.0008530338,0.001382785,0.003874855,0.002072356,0.001761506],"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":[0.002617564,0.001684312,0.004115021,0.000999592,0.002241225,0.0201715,0.002851168,0.0000545889,0.003994789,0.002027912,0.9584605,0.0007817963],"study_design_scores_gemma":[0.004716975,0.0008252031,0.001200633,0.001476196,0.0004288563,0.0003381584,0.01638348,0.0001172488,0.000555494,0.00004351287,0.9719622,0.001952034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01774614,0.003390201,0.0001674971,0.0001081016,0.0006276667,0.002386854,0.001500602,0.001602036,0.9724709],"genre_scores_gemma":[0.0254644,0.003983895,0.001479932,0.0000128242,0.0005322534,8.203554e-7,0.0004234379,0.001369868,0.9667326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03071307,"threshold_uncertainty_score":0.9997098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575285288853835,"score_gpt":0.2539438121246474,"score_spread":0.208190959236109,"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."}}