{"id":"W4388847793","doi":"10.4324/9781003380047-5","title":"Emerging faces","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitat Oberta de Catalunya; Università degli Studi di Torino; University of Toronto; Fonds De La Recherche Scientifique - FNRS; University of Oxford","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003507165,0.0005944014,0.000328167,0.0008432697,0.001841466,0.003844143,0.0009477459,0.001077859,0.2944998],"category_scores_gemma":[0.001323112,0.0002087891,0.0004414193,0.000730241,0.0006027984,0.003392417,0.002607553,0.001479529,0.1149668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008594966,"about_ca_system_score_gemma":0.0005449735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243867,"about_ca_topic_score_gemma":0.002619508,"domain_scores_codex":[0.9996476,0.00004771924,0.00001345459,0.00007394643,0.0001599325,0.00005732614],"domain_scores_gemma":[0.9997602,0.00005166111,0.0000110992,0.00004333709,0.00009029813,0.00004336698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008258823,0.00003662022,0.0004458121,0.0002064788,0.000005218477,0.0005082277,0.002305508,0.0002093656,0.002462739,0.3055133,0.3286704,0.3595538],"study_design_scores_gemma":[0.000002265451,0.000008708821,0.0002270008,0.00005530885,0.000001702723,0.0004342294,0.0006604444,0.00007841259,0.0003401478,0.0074261,0.9907613,0.000004251759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002346398,0.001309892,0.007147563,0.001256846,0.001019982,0.00005929036,0.0007928425,0.0003258704,0.9857413],"genre_scores_gemma":[0.03102143,0.003044525,0.008767958,0.001127495,0.0004743668,0.000124436,0.002096916,0.0003706855,0.9529722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2944998,"threshold_uncertainty_score":0.9851998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796903162896742,"score_gpt":0.266302827284368,"score_spread":0.1866125109946938,"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."}}