{"id":"W4396765459","doi":"10.7202/1111254ar","title":"Dear Dad","year":2024,"lang":"en","type":"article","venue":"ACME","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00006748619,0.00006689607,0.00006408538,0.00009355525,0.000133987,0.0002525321,0.00009169213,0.0000288786,0.003043461],"category_scores_gemma":[0.000009181263,0.00004519536,0.0001158139,0.00009254737,0.0001669855,0.00009307048,0.00003259459,0.0001227765,0.0006282808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002445224,"about_ca_system_score_gemma":0.000004755199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008268279,"about_ca_topic_score_gemma":0.00007617565,"domain_scores_codex":[0.9995147,0.000009270281,0.00009598986,0.0001387231,0.00008806808,0.000153228],"domain_scores_gemma":[0.9997957,0.0000558557,0.000006923998,0.00008195944,0.00001643321,0.00004315807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000132349,0.00001228577,0.0001448545,0.00002345563,0.00002307271,0.00002100799,0.0007643031,2.661819e-8,0.0001131175,0.971237,0.0106741,0.01698542],"study_design_scores_gemma":[0.00002709005,0.00002953671,0.0002506195,0.00004137397,0.00001228044,0.000001987843,0.0002180866,0.00006548949,0.00003609527,0.03324493,0.9659834,0.00008914365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.250398,0.004653404,0.00006100141,0.01159533,0.001679512,0.0001510594,0.00006364079,0.001303671,0.7300944],"genre_scores_gemma":[0.9927984,0.00004038182,0.00003656285,0.0005691798,0.0008243273,0.000005053945,0.000007588449,0.000009358258,0.005709149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9553093,"threshold_uncertainty_score":0.9978679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123942044642304,"score_gpt":0.2151660710372987,"score_spread":0.1939266505908756,"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."}}