{"id":"W7117486907","doi":"10.1386/public_00280_4","title":"Fred Herzog: Vitality—Iconic Images, Hidden Stories","year":2025,"lang":"en","type":"article","venue":"Public","topic":"Diverse academic research themes","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Storytelling; Theme (computing); Feature (linguistics)","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":[0.001422112,0.0004435538,0.0002978707,0.001085734,0.00157236,0.004700451,0.0006849147,0.001547379,0.008912908],"category_scores_gemma":[0.002980735,0.0001921949,0.0001492334,0.001734706,0.003976624,0.003220944,0.001291062,0.00187043,0.001449507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004922496,"about_ca_system_score_gemma":0.0043095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07954149,"about_ca_topic_score_gemma":0.1458903,"domain_scores_codex":[0.9989057,0.0004805467,0.00002983741,0.00007756377,0.0003806925,0.0001256531],"domain_scores_gemma":[0.998626,0.000730482,0.00007649942,0.00004194509,0.0003789588,0.00014615],"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":[0.00006921514,0.00002754801,0.0005731123,0.002867275,0.00002814028,0.0005751316,0.009732451,0.0003706995,0.0009427736,0.1384662,0.46158,0.3847675],"study_design_scores_gemma":[0.000003155492,0.000007910264,0.0004163534,0.0009938799,0.000007096283,0.0001796651,0.002891227,0.00004218391,0.0004558488,0.004386644,0.9906035,0.00001252832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004628534,0.7907311,0.002291533,0.07212026,0.005214218,0.00004109212,0.0001246449,0.00007543077,0.1247732],"genre_scores_gemma":[0.1027777,0.7787285,0.002606059,0.01958149,0.002679415,0.00006065223,0.0001861233,0.0001580993,0.09322203],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07954149,"threshold_uncertainty_score":0.1581571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2099032596098847,"score_gpt":0.4595562548278894,"score_spread":0.2496529952180047,"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."}}