{"id":"W1537467089","doi":"","title":"Variations on Three Bodies of Knowledge","year":2003,"lang":"en","type":"article","venue":"International fiction review","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agatha; Meaning (existential); Encyclopedia; Set (abstract data type); Computer science; Gesture; Process (computing); Body of knowledge; Epistemology; Sociology of scientific knowledge; Psychology; Cognitive science; Artificial intelligence; History; Philosophy; Art history","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":[0.0006855385,0.00007337925,0.0001346886,0.00008176785,0.0001503403,0.00002128096,0.0002142048,0.00004891331,0.002716383],"category_scores_gemma":[0.0009006659,0.00007044355,0.0001027932,0.0001856627,0.00008475757,0.0001231538,0.00001099091,0.00009326786,0.0003616034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095895,"about_ca_system_score_gemma":0.0001404086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001642351,"about_ca_topic_score_gemma":0.0006157699,"domain_scores_codex":[0.9989573,0.000160721,0.0003021414,0.0001387958,0.0003328813,0.0001081054],"domain_scores_gemma":[0.9991171,0.0001494542,0.0001405704,0.0001166175,0.0004379172,0.00003836271],"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":[0.000001487948,0.00008437126,0.000465072,0.00005791756,0.0000246979,3.909724e-7,0.0005322584,0.000008593148,0.000007024951,0.9876974,0.006644539,0.004476304],"study_design_scores_gemma":[0.00004517536,0.00002638014,0.0007489627,0.0005984089,0.00001884018,0.000001374716,0.00009860354,0.00003850996,0.0001225793,0.01373451,0.9844868,0.00007983441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003693511,0.01207965,0.002955092,0.002158801,0.002151342,0.0003166126,0.00001623825,0.00004735447,0.9799055],"genre_scores_gemma":[0.9439388,0.04909511,0.0003751668,0.0004555064,0.000295962,0.00005246104,0.00001448537,0.000009991705,0.005762547],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9778423,"threshold_uncertainty_score":0.9981953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06709707296873157,"score_gpt":0.3913964431063791,"score_spread":0.3242993701376475,"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."}}