{"id":"W4281681536","doi":"10.1525/aft.2022.49.2.19","title":"Through Thick and Thin","year":2022,"lang":"en","type":"article","venue":"Afterimage","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; The arts; Computer science; World Wide Web; Visual arts; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.002055381,0.001628367,0.0006854391,0.002039357,0.01131506,0.01642962,0.001695691,0.0034543,0.2265128],"category_scores_gemma":[0.009547907,0.0009058883,0.0007532624,0.00107096,0.005688569,0.01591885,0.01168873,0.007047182,0.1168763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129312,"about_ca_system_score_gemma":0.002988485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007333368,"about_ca_topic_score_gemma":0.01565252,"domain_scores_codex":[0.9977539,0.0004469081,0.00008215866,0.0004637285,0.0008288113,0.0004244519],"domain_scores_gemma":[0.9963018,0.0003933312,0.0002311677,0.0005133216,0.001374091,0.001186415],"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":[0.00007330321,0.00005972139,0.0008957325,0.0002084509,0.00001625883,0.0007718744,0.01146352,0.0000737835,0.001099027,0.064447,0.8375484,0.08334291],"study_design_scores_gemma":[0.000002992971,0.00001084144,0.0002185947,0.0001851004,0.000003620694,0.0002424436,0.00404855,0.00003175662,0.0001301787,0.00287055,0.9922445,0.00001085622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006106321,0.007517912,0.00866215,0.04236923,0.01819666,0.0001588171,0.0006131834,0.001674879,0.9147009],"genre_scores_gemma":[0.03707173,0.004128184,0.005275638,0.01358283,0.002393999,0.00008302174,0.0004176503,0.001718262,0.9353287],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2265128,"threshold_uncertainty_score":0.757761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332418699182011,"score_gpt":0.2487556229159226,"score_spread":0.2154314359241025,"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."}}