{"id":"W4404941284","doi":"10.4000/12t9e","title":"Anthropology & Photography","year":2023,"lang":"en","type":"paratext","venue":"Civilisations","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Anthropology; Art; Geography; Visual arts; Sociology","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":[0.0000880242,0.0002037014,0.0002188481,0.0002852981,0.000616568,0.0002647264,0.0002270874,0.0001180753,0.2430552],"category_scores_gemma":[0.00002748343,0.0001843354,0.0001681077,0.0001311142,0.0003648567,0.0001892909,0.0000852044,0.0002125168,0.07475861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002358108,"about_ca_system_score_gemma":0.00002082351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510745,"about_ca_topic_score_gemma":0.04165351,"domain_scores_codex":[0.999041,0.00005608952,0.0002510169,0.0002718322,0.0001535955,0.0002264944],"domain_scores_gemma":[0.9993017,0.00009336718,0.0001217416,0.0003161481,0.0001297291,0.00003735353],"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":[0.000002161475,0.00001776652,0.000005918861,0.00007499805,0.00007169034,5.180627e-7,0.009644878,0.000007685842,0.000004748114,0.03313547,0.9566827,0.0003514819],"study_design_scores_gemma":[0.00008098221,0.0000154735,0.00004343476,0.00004114284,0.00005109247,1.629712e-7,0.002166447,0.00001076241,0.000001660568,0.001771997,0.9955913,0.0002254789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005476593,0.0005150817,0.00007140175,0.001316087,0.008882372,0.0003644874,0.0005538471,0.0002166721,0.9875324],"genre_scores_gemma":[0.007149206,0.0006271004,0.00002366769,0.000275326,0.002552711,0.0001502882,0.007771663,0.0000467296,0.9814033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1682966,"threshold_uncertainty_score":0.9758338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971303488764488,"score_gpt":0.3038848561206453,"score_spread":0.1067545072441965,"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."}}