{"id":"W6994015349","doi":"","title":"The year in review","year":2014,"lang":"en","type":"article","venue":"UND Scholarly Commons (University of North Dakota)","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Circumstantial evidence; Filter (signal processing); Limiting; Headline","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008662778,0.001258427,0.003863366,0.007088444,0.002151315,0.01341272,0.003278986,0.006915847,0.0817089],"category_scores_gemma":[0.05133726,0.0009590444,0.002303355,0.005545611,0.001969568,0.01213028,0.004568898,0.007622574,0.03436988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005977927,"about_ca_system_score_gemma":0.02035418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863173,"about_ca_topic_score_gemma":0.005380366,"domain_scores_codex":[0.9906844,0.002087137,0.001751925,0.0009958686,0.003342292,0.001138424],"domain_scores_gemma":[0.9478459,0.0103127,0.005192432,0.001885556,0.02850666,0.006256716],"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":[0.00006549562,0.00001543709,0.00008369168,0.01322687,0.00006341405,0.0000815656,0.00006565666,0.00002288239,0.00009861883,0.001579063,0.9150139,0.06968341],"study_design_scores_gemma":[0.00002683253,0.00002917477,0.0001763376,0.01460255,0.00006790632,0.0002257603,0.00008234473,0.000008486482,0.00003136615,0.000707637,0.9840275,0.00001412791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001280919,0.6235158,0.0004905706,0.06183361,0.301219,0.000295711,0.001180712,0.000218386,0.01111818],"genre_scores_gemma":[0.002525659,0.7009197,0.0009020587,0.1488018,0.1120604,0.0009334015,0.002387715,0.000296314,0.03117292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0817089,"threshold_uncertainty_score":0.2733435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845843126153148,"score_gpt":0.2379013448377653,"score_spread":0.2194429135762338,"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."}}