{"id":"W6891534048","doi":"10.4224/23001764","title":"User's Guide: NPC 2005: Application and Intent Statements","year":2005,"lang":"en","type":"standard","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Subject (documents); Set (abstract data type); Audit; Perspective (graphical); Statement (logic)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764325,0.002631533,0.001785279,0.003593891,0.001169148,0.00439247,0.003592312,0.002269496,0.4699247],"category_scores_gemma":[0.01671338,0.002055909,0.001063299,0.003192149,0.0005838851,0.004867043,0.002449417,0.002388402,0.5521984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520559,"about_ca_system_score_gemma":0.003536864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01588328,"about_ca_topic_score_gemma":0.01776964,"domain_scores_codex":[0.9970955,0.0004915276,0.0003672079,0.000173427,0.001656656,0.0002157117],"domain_scores_gemma":[0.9906532,0.002126595,0.0002788019,0.001395825,0.005309017,0.0002366276],"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":[0.00008373861,0.00004194618,0.0001095682,0.0002842396,0.000003555046,0.00003856013,0.00007976652,0.0002910981,0.0005126511,0.002787916,0.9564574,0.03930943],"study_design_scores_gemma":[0.00005259579,0.00002482877,0.000416977,0.0002961279,0.00001090711,0.0001390015,0.00007177401,0.002162776,0.002734591,0.003156925,0.9908774,0.00005599327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001466076,0.0004234962,0.1476436,0.001062048,0.001030541,0.002248573,0.2154395,0.2123499,0.4183363],"genre_scores_gemma":[0.007945521,0.0008324301,0.0930349,0.001156426,0.0002356536,0.002447757,0.2977642,0.0604135,0.5361696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4699247,"threshold_uncertainty_score":0.756088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956199943711404,"score_gpt":0.3401007880549636,"score_spread":0.3205387886178496,"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."}}