{"id":"W217528684","doi":"","title":"News from AIPAD 2003. (Report)","year":2003,"lang":"en","type":"article","venue":"Comparative technology transfer and society","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Presentation (obstetrics); State (computer science); Exhibition; Visual arts; Law; History; Art history; Sociology; Art; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004962888,0.001027712,0.0004983181,0.001090663,0.001379224,0.006074942,0.00102891,0.002917707,0.5429788],"category_scores_gemma":[0.00156808,0.0004255692,0.0005792754,0.001752672,0.0002821209,0.001935862,0.001279482,0.003339264,0.527165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103782,"about_ca_system_score_gemma":0.001760475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284962,"about_ca_topic_score_gemma":0.02550467,"domain_scores_codex":[0.9995994,0.00002109159,0.00001863863,0.00004490764,0.000221848,0.00009414235],"domain_scores_gemma":[0.9992298,0.00006136778,0.00005646907,0.00005440006,0.0003769611,0.0002209542],"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":[0.00002094096,0.000009824485,0.00006186757,0.00004055049,7.894642e-7,0.00002199041,0.000006681926,0.000004087814,0.0000345238,0.000126608,0.9916741,0.007997939],"study_design_scores_gemma":[0.00000453071,0.000005319489,0.0007568541,0.00004155106,0.000001088722,0.00001690088,0.00003023962,0.000005811691,0.00003170832,0.000044112,0.9990595,0.000002399322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007729567,0.006080141,0.0002506273,0.01554465,0.03001276,0.0003011652,0.0257553,0.001775753,0.9195066],"genre_scores_gemma":[0.001498765,0.002018805,0.0001677661,0.005851798,0.002582916,0.00009873144,0.009873779,0.000229598,0.9776778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5429788,"threshold_uncertainty_score":0.6518853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04971831939755057,"score_gpt":0.2553960009383524,"score_spread":0.2056776815408018,"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."}}