{"id":"W1557994729","doi":"","title":"Principles of knowledge representation and reasoning : proceedings of the Ninth International Conference (KR2004), Whistler, BC, Canada, June 2-5, 2004","year":2004,"lang":"en","type":"book","venue":"AAAI Press eBooks","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ninth; Whistler; Representation (politics); Political science; Physics; Law; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005388684,0.0001571565,0.0002748011,0.00004590646,0.000185489,0.00004920275,0.00050657,0.0001771509,0.00005107477],"category_scores_gemma":[0.0004965987,0.0001343774,0.00006952372,0.00002919051,0.0006356681,0.00008823159,0.0001208351,0.0002672261,2.15509e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425528,"about_ca_system_score_gemma":0.009504004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2461709,"about_ca_topic_score_gemma":0.2650108,"domain_scores_codex":[0.9985172,0.0000592012,0.000400771,0.0002894238,0.0005610506,0.0001723435],"domain_scores_gemma":[0.9980948,0.0001742224,0.0006532483,0.0001435066,0.0008507988,0.00008342402],"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":[0.00001358818,0.00002492684,0.00024984,0.000148368,0.00007376602,3.983567e-7,0.0125799,0.00000666059,0.0001428034,0.9720565,0.01155216,0.003151054],"study_design_scores_gemma":[0.0002019338,0.00001108775,0.001310971,0.0009677077,0.00006506612,0.000002145244,0.0006625758,0.00001240855,0.002195263,0.007612105,0.9867848,0.0001739102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007893598,0.0006084163,0.00001638147,0.0003300583,0.001085931,0.0004113068,0.00004963026,0.00001211905,0.9966968],"genre_scores_gemma":[0.01116994,0.0001685281,0.001124303,0.00002525028,0.0003273174,0.00003325317,0.000011604,0.00001735126,0.9871225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9752327,"threshold_uncertainty_score":0.9961112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09421550726120462,"score_gpt":0.3609041302639813,"score_spread":0.2666886230027767,"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."}}