{"id":"W7137506098","doi":"","title":"A(Acronyms)","year":2004,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Acronym; Phrase; Set (abstract data type); Lexicon; Word (group theory); Meaning (existential); Matching (statistics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001072219,0.001496613,0.0007530721,0.00387964,0.002001063,0.005169401,0.001417902,0.001339248,0.1605401],"category_scores_gemma":[0.004970495,0.000384946,0.0009252002,0.004686822,0.001443747,0.007565969,0.002918747,0.001918741,0.1276941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069618,"about_ca_system_score_gemma":0.001192676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874347,"about_ca_topic_score_gemma":0.001938897,"domain_scores_codex":[0.9972735,0.0006633239,0.0004358974,0.0006921802,0.0007269006,0.0002081986],"domain_scores_gemma":[0.9967955,0.0005849743,0.0003897343,0.0008175627,0.001210045,0.0002022546],"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":[0.000301326,0.00008477137,0.002398725,0.001343571,0.00008676611,0.0008082043,0.001048839,0.0006561935,0.006891799,0.2073575,0.423313,0.3557093],"study_design_scores_gemma":[0.000006891125,0.00002487138,0.0004149239,0.00009165622,0.000009321682,0.0004646894,0.0002308112,0.0002701152,0.0007449318,0.01129773,0.9864218,0.00002215721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01307926,0.009659169,0.1114008,0.0045013,0.01369239,0.0008552169,0.03863088,0.01280843,0.7953726],"genre_scores_gemma":[0.1684872,0.00948063,0.210942,0.00523332,0.003753882,0.00118155,0.05090898,0.005119059,0.5448933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.83946,"threshold_uncertainty_score":0.53706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128843413877335,"score_gpt":0.2066772427718011,"score_spread":0.1953888086330278,"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."}}