{"id":"W7030006602","doi":"","title":"The Loop [HD video]","year":2009,"lang":"en","type":"other","venue":"Research Output (Edinburgh Napier University)","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; The arts; Girl; Quarter (Canadian coin); Work (physics); Channel (broadcasting)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001329643,0.0005103201,0.0004848224,0.003197246,0.000888514,0.001153158,0.002345873,0.0005061665,0.001765452],"category_scores_gemma":[0.0005834633,0.0004494723,0.0002766681,0.003575681,0.0007578158,0.0009661102,0.001291177,0.001332404,0.002567977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103054,"about_ca_system_score_gemma":0.0002125906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001305934,"about_ca_topic_score_gemma":0.0007060756,"domain_scores_codex":[0.9957787,0.000046727,0.0002727394,0.0009227725,0.001526383,0.001452623],"domain_scores_gemma":[0.9978349,0.0002791177,0.0003383224,0.0009832196,0.0004926812,0.00007177414],"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":[0.00006861684,0.00006212275,0.0002152265,0.00006522368,0.00008606326,0.0003083512,0.00001069508,0.000001315651,0.00001148092,0.04430934,0.9333007,0.02156081],"study_design_scores_gemma":[0.0005140228,0.00003085974,0.0001095171,0.0003910661,0.00003804072,0.00000220358,0.0001785059,0.00008044122,0.000009379441,0.002005593,0.9961449,0.0004954673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001565863,0.001155224,0.0002042007,0.001862281,0.0006351469,0.0007860012,0.00001877063,0.0005634381,0.9946184],"genre_scores_gemma":[0.004129098,0.0008861335,0.00003932152,0.0002294728,0.002553277,0.000003899685,0.00004210319,0.0003130001,0.9918037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06284414,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495860784613062,"score_gpt":0.2632406099327582,"score_spread":0.2182820020866276,"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."}}