{"id":"W2425340363","doi":"10.7202/1059827ar","title":"The rising tide of photographs","year":2019,"lang":"en","type":"article","venue":"Captures","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Context (archaeology); Visual arts; Scale (ratio); History; Work (physics); Geography; Art; Cartography; Archaeology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000791922,0.00006937409,0.00008667503,0.00003015729,0.0001799384,0.00007232549,0.0001360677,0.00002481893,0.0005376347],"category_scores_gemma":[0.000008352124,0.0000376005,0.0001152142,0.00003247087,0.0001837431,0.00005844794,0.00001509345,0.00009091118,0.00003092386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001923033,"about_ca_system_score_gemma":0.000006513981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002608895,"about_ca_topic_score_gemma":0.0003208418,"domain_scores_codex":[0.9995787,0.00001955887,0.00010265,0.00008067129,0.00009954946,0.0001188441],"domain_scores_gemma":[0.9996596,0.00005829583,0.0000560453,0.0001532195,0.0000523774,0.0000204913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066876,0.00009008413,0.003876315,0.0001004324,0.0002082758,0.00000249826,0.1169842,0.000009912621,0.04413038,0.7926322,0.0404351,0.001423978],"study_design_scores_gemma":[0.0002094267,0.00008041306,0.001157309,0.00004011043,0.00002224646,0.000001286925,0.019235,0.0000132424,0.01344349,0.007011743,0.958645,0.0001406711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8297592,0.002093217,0.000001952414,0.0000431661,0.0006122097,0.0001460009,0.00002319571,0.00003555542,0.1672854],"genre_scores_gemma":[0.9967683,0.00003535554,0.000003676824,0.0001885328,0.0001432631,0.000004153139,0.000006445101,0.000006259864,0.002844031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.91821,"threshold_uncertainty_score":0.5886723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412104464154438,"score_gpt":0.2232113709015032,"score_spread":0.2090903262599588,"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."}}