{"id":"W4212846375","doi":"10.17918/etd-446","title":"ARTS SCAN","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Art; Visual arts","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":[],"consensus_categories":[],"category_scores_codex":[0.0009707984,0.0005707815,0.0005412436,0.004186856,0.003804338,0.004702646,0.001827358,0.001402245,0.6563999],"category_scores_gemma":[0.00562955,0.0004725595,0.0005565337,0.006391757,0.001068843,0.002299753,0.003558067,0.001270521,0.3265877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004113313,"about_ca_system_score_gemma":0.008182038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1009673,"about_ca_topic_score_gemma":0.2411662,"domain_scores_codex":[0.9985252,0.0001261433,0.00006246465,0.0002457704,0.0007656377,0.0002747449],"domain_scores_gemma":[0.9960962,0.0005359218,0.0001594133,0.0005845628,0.001943046,0.0006809795],"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":[0.0001604435,0.00001970844,0.002222202,0.0003825938,0.000009304264,0.0002693908,0.0007038601,0.0001140933,0.000230614,0.01104844,0.895295,0.08954435],"study_design_scores_gemma":[0.0000059711,0.000004181292,0.001326591,0.00007944371,0.000002747988,0.00008419665,0.0003134945,0.00001632751,0.00008181932,0.0005907507,0.9974897,0.000004854836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001888292,0.001085723,0.0008316626,0.002199214,0.0007163631,0.000185908,0.05423685,0.001560881,0.9372951],"genre_scores_gemma":[0.01779815,0.001896372,0.002023992,0.001667925,0.0002162211,0.0002935558,0.04425663,0.001749456,0.9300976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6563999,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697425747897913,"score_gpt":0.3244577448281971,"score_spread":0.2547151700384058,"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."}}