{"id":"W4391305221","doi":"10.15173/a.v2i2.3004","title":"Are You There Cassandra? It’s Me, Loulou","year":2022,"lang":"en","type":"article","venue":"Aletheia","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005128265,0.000070487,0.0001084779,0.00002636076,0.0009604212,0.00005222772,0.0002387149,0.00004000417,0.01047102],"category_scores_gemma":[0.00007125587,0.00006671889,0.00007105893,0.0001881107,0.0001033923,0.00005993855,0.0001254989,0.0001719666,0.000562407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006202018,"about_ca_system_score_gemma":0.00004072972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565372,"about_ca_topic_score_gemma":0.001417377,"domain_scores_codex":[0.9988424,0.0002427865,0.00009792441,0.0001732068,0.000388913,0.0002548321],"domain_scores_gemma":[0.9995341,0.00006789751,0.00008384661,0.0001989311,0.00002991368,0.0000852851],"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":[0.00004674294,0.0001486389,0.01322656,0.000008654775,0.00004619937,0.0002873343,0.0683051,0.00003638535,0.0001639961,0.03917881,0.8722348,0.006316837],"study_design_scores_gemma":[0.0001066127,0.00002410505,0.001322989,0.000003598522,0.000007662667,0.000003227223,0.03373074,0.000008556666,0.00001043667,0.001935339,0.9627458,0.0001008775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.481946,0.0008458573,0.000005187641,0.0248755,0.0008724438,0.0001921209,0.00002958331,0.0001572058,0.4910761],"genre_scores_gemma":[0.9527856,0.00006752997,0.00005341442,0.002974959,0.0002484737,0.00001190628,0.000002067361,0.00001681786,0.04383923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4708396,"threshold_uncertainty_score":0.9904335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448125371212126,"score_gpt":0.3167229169700189,"score_spread":0.2722416632578977,"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."}}