{"id":"W4391551989","doi":"10.1080/03087298.2023.2295174","title":"Contributors","year":2023,"lang":"en","type":"article","venue":"History of Photography","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001396929,0.0001170801,0.0001875694,0.0004430825,0.00009832989,0.00001051577,0.0001533584,0.00004245203,0.002429153],"category_scores_gemma":[0.0000106874,0.000104151,0.000311972,0.0001797542,0.0005261673,0.00009952338,0.00001733088,0.00009652382,0.0001109316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002870917,"about_ca_system_score_gemma":0.00003004327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004242604,"about_ca_topic_score_gemma":0.00019733,"domain_scores_codex":[0.999245,0.00002774566,0.0001887116,0.0001555987,0.0001793476,0.0002036281],"domain_scores_gemma":[0.9995421,0.00003365674,0.00009340295,0.0001707061,0.00009756668,0.00006256175],"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":[0.00004893619,0.0001179994,0.00106735,0.00008404101,0.0001109968,0.000009244356,0.05470524,6.207421e-7,0.01642405,0.1457139,0.7814319,0.0002857767],"study_design_scores_gemma":[0.0002319603,0.00008573478,0.0006092507,0.00001720116,0.00002182414,3.73045e-7,0.001438819,0.000007530016,0.00089384,0.0008276869,0.9957296,0.0001361607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7503042,0.002628327,0.000005799568,0.00006955219,0.00533571,0.0003652096,0.0002340939,0.0008446468,0.2402124],"genre_scores_gemma":[0.9911614,0.0000481839,0.000006107492,0.0001948669,0.0001794658,0.00002918073,0.00004272713,0.00001477301,0.008323298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2408572,"threshold_uncertainty_score":0.9984828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184384886327315,"score_gpt":0.2279866476099637,"score_spread":0.1761427987466905,"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."}}