{"id":"W4388800062","doi":"10.1353/sgo.2023.a912271","title":"Neon Road Trip by John Barnes (review)","year":2023,"lang":"en","type":"article","venue":"Southeastern geographer","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neon; Signage; Context (archaeology); Scholarship; Narrative; Art; Visual arts; Art history; History; Chemistry; Archaeology; Literature; Political science; Law","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":["insufficient_payload"],"category_scores_codex":[0.0006051598,0.0001384658,0.000168294,0.0001048923,0.000168174,0.00002436036,0.000251901,0.0000735241,0.01028062],"category_scores_gemma":[0.00009856292,0.00009584303,0.0001330318,0.0007843813,0.0001483641,0.0001006059,0.00003023816,0.0002038358,0.006997342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.721757e-7,"about_ca_system_score_gemma":0.00001224558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223948,"about_ca_topic_score_gemma":0.0006757383,"domain_scores_codex":[0.998398,0.0001949372,0.000180636,0.0002938347,0.000405516,0.0005270956],"domain_scores_gemma":[0.9994174,0.00007679174,0.00004381753,0.0001944059,0.00003174627,0.0002357992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005297147,0.000004280217,0.2668587,0.00008122161,0.00001770353,0.00001197679,0.0001047152,0.00001744565,0.00001871271,0.000003242443,0.008160571,0.7246685],"study_design_scores_gemma":[0.0005176908,0.0005721765,0.7464485,0.0002422097,0.00002292282,0.00001172727,0.0004787153,0.002051179,0.00004415074,0.006993417,0.2421758,0.0004415417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8024574,0.1159511,0.001153775,0.007440778,0.0008525511,0.002174415,0.0007546541,0.001251807,0.06796349],"genre_scores_gemma":[0.9771024,0.01324996,0.000109999,0.0009318595,0.0001641287,0.00002077253,0.0003518546,0.00000919074,0.008059818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.724227,"threshold_uncertainty_score":0.9937758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053677562119476,"score_gpt":0.2519863763344053,"score_spread":0.2314496007132106,"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."}}