{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061245,0.0002431401,0.0002324753,0.0006798205,0.008827816,0.006689283,0.0004884772,0.002066416,0.005448468],"category_scores_gemma":[0.00512264,0.0001342801,0.0001612397,0.0005656327,0.009722179,0.004761041,0.002051473,0.003626365,0.001325241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027393,"about_ca_system_score_gemma":0.001935389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005098036,"about_ca_topic_score_gemma":0.006872097,"domain_scores_codex":[0.9989344,0.0006194401,0.00001359406,0.0001342144,0.0001677328,0.0001305581],"domain_scores_gemma":[0.998799,0.0006739953,0.0001203778,0.00006385256,0.0001794357,0.0001633479],"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":[0.00006267609,0.00003967109,0.002498887,0.0001304872,0.00001125906,0.0007357376,0.09600913,0.0001344338,0.0007126741,0.7137182,0.1399411,0.04600593],"study_design_scores_gemma":[0.000004793287,0.00002619472,0.0007870956,0.0003310175,0.000006123356,0.0006031005,0.06205909,0.000121052,0.0008157934,0.06125505,0.873968,0.00002268132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09802753,0.03020456,0.005852142,0.4128501,0.004692777,0.00003492438,0.00006175178,0.0001725498,0.4481037],"genre_scores_gemma":[0.8367669,0.007009801,0.002011017,0.02746714,0.000800357,0.0000575402,0.00002890719,0.0001235766,0.1257347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008827816,"threshold_uncertainty_score":0.02196538,"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."}}