{"id":"W4396780371","doi":"10.7202/1111243ar","title":"Letter to My City","year":2024,"lang":"en","type":"letter","venue":"ACME","topic":"Race, History, and American Society","field":"Social Sciences","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":["insufficient_payload"],"category_scores_codex":[0.0003412382,0.0001894488,0.0002627881,0.00006117391,0.0003852391,0.0001237686,0.0005962125,0.0005440983,0.001194082],"category_scores_gemma":[0.00009937406,0.0001848767,0.000254205,0.0003224607,0.0004905312,0.00006817178,0.00008787557,0.001267335,0.003991651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753076,"about_ca_system_score_gemma":0.0002213135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182777,"about_ca_topic_score_gemma":0.0001949086,"domain_scores_codex":[0.9981676,0.0001440543,0.0001538091,0.00045444,0.0005827494,0.0004973517],"domain_scores_gemma":[0.9992954,0.0001239615,0.00006166269,0.0003691805,0.0000452027,0.0001046353],"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":[4.87932e-7,0.000003180798,0.00002395967,0.00001668251,0.00002262912,0.00007846575,0.01285579,6.097331e-8,0.000004903343,0.0000672051,0.9859362,0.0009904735],"study_design_scores_gemma":[0.00002082622,0.00001168936,0.00002335726,0.00002879899,0.00002842225,3.893375e-7,0.000385441,1.345165e-7,0.000001956514,0.0003081682,0.9989356,0.0002552122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001695303,0.0002710794,0.00002129376,0.7949927,0.00272939,0.0001646467,0.00002756314,0.0001579467,0.2014658],"genre_scores_gemma":[0.0003395142,0.00003580897,0.0002113313,0.7524961,0.02543119,0.00002679976,0.00001552479,0.00003132252,0.2214124],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04249662,"threshold_uncertainty_score":0.999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577897077353924,"score_gpt":0.2978670476859856,"score_spread":0.2720880769124464,"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."}}