{"id":"W7024226943","doi":"","title":"Rewind-Play-Fast Forward","year":2011,"lang":"en","type":"other","venue":"Falmouth University Research Repository (FURR) (Falmouth University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Sound (geography); Clothing","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","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00201511,0.002237287,0.002356914,0.01844105,0.003118307,0.0003820368,0.007651319,0.003167455,0.005923775],"category_scores_gemma":[0.000271233,0.002843034,0.001448711,0.01053003,0.005847272,0.001380443,0.004233899,0.005666228,0.02011623],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00533544,"about_ca_system_score_gemma":0.003040548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01513622,"about_ca_topic_score_gemma":0.00191137,"domain_scores_codex":[0.9814169,0.004495369,0.0008514753,0.004341603,0.004446688,0.004447964],"domain_scores_gemma":[0.9885936,0.0004250348,0.001414305,0.004816286,0.001872339,0.002878452],"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":[0.003141602,0.001283737,0.004483149,0.0006932894,0.002576613,0.02817027,0.004776257,0.00001373916,0.001531743,0.0278089,0.9250671,0.0004535407],"study_design_scores_gemma":[0.004423492,0.0006598378,0.0009746593,0.001152924,0.0009198746,0.0002132583,0.01588271,0.00003169619,0.0005656175,0.00005121905,0.9723293,0.002795408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002614584,0.0004957487,0.000214353,0.00007306034,0.001573475,0.0028823,0.003219768,0.002994576,0.9859321],"genre_scores_gemma":[0.03699121,0.0002842639,0.0007110776,0.00001803918,0.001212774,0.000002525634,0.0006288019,0.002275971,0.9578753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04726214,"threshold_uncertainty_score":0.9990367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05029568883350898,"score_gpt":0.2607682777500328,"score_spread":0.2104725889165238,"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."}}