{"id":"W2959740436","doi":"","title":"LibGuides: Art, Art History & Photography: Articles","year":2012,"lang":"en","type":"libguides","venue":"","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Visual arts; Art; Art history; History","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007816331,0.0003248098,0.0003649512,0.0003218618,0.000154117,0.0000370166,0.0004490124,0.0003974068,0.2322174],"category_scores_gemma":[0.000283977,0.0002289576,0.0002548519,0.0002164372,0.0004897446,0.0003076624,0.00004896816,0.0008044236,0.0176188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002636518,"about_ca_system_score_gemma":0.0001861042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902897,"about_ca_topic_score_gemma":0.006097902,"domain_scores_codex":[0.9973148,0.0002444198,0.0003712541,0.0004548323,0.0007001304,0.0009145559],"domain_scores_gemma":[0.9984666,0.0003994415,0.0001296502,0.0003666797,0.00006900114,0.000568655],"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":[0.00005782837,0.000009365553,0.007465326,0.00005421191,0.00003760896,0.00001699539,0.00005184694,0.000006634187,0.000008490731,0.00005169205,0.8622102,0.1300298],"study_design_scores_gemma":[0.00009376906,0.0002744785,0.01234579,0.00003360369,0.00001917249,0.00001428608,0.00002623708,0.0001465118,0.00003920472,0.004015017,0.9826747,0.000317279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007153696,0.02282686,0.0007525699,0.0006709789,0.001909601,0.000408907,0.0001545275,0.0003412795,0.9722199],"genre_scores_gemma":[0.02016373,0.009258271,0.008608964,0.003878299,0.003040055,0.00003420634,0.002651124,0.00003218793,0.9523332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2145986,"threshold_uncertainty_score":0.9831461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151767609691068,"score_gpt":0.2457121916018037,"score_spread":0.194194515504893,"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."}}