{"id":"W7139388582","doi":"","title":"The year in review","year":2014,"lang":"","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":"General partnership; Vice president; Bridge (graph theory); Legislature; Ivory tower; Scholarship; Foundation (evidence); Executive director","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":[0.009080324,0.001293722,0.003915722,0.007374086,0.002241601,0.01369434,0.00337062,0.007133218,0.08156522],"category_scores_gemma":[0.05385537,0.0009867192,0.002371272,0.005694753,0.001997229,0.01241954,0.004678082,0.007806872,0.03469216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072187,"about_ca_system_score_gemma":0.02072722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822371,"about_ca_topic_score_gemma":0.005334862,"domain_scores_codex":[0.9903513,0.002146439,0.001823814,0.001036104,0.003460514,0.001181835],"domain_scores_gemma":[0.9448181,0.01081396,0.005446733,0.00199008,0.03039059,0.006540625],"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":[0.00006715528,0.00001605601,0.00008588324,0.01365693,0.00006507149,0.00008389799,0.00006866414,0.00002394372,0.0001029638,0.001595891,0.9148601,0.06937347],"study_design_scores_gemma":[0.00002824286,0.00003108167,0.0001815915,0.01530628,0.00007040911,0.0002296605,0.00008619024,0.000008996341,0.0000329686,0.0007351151,0.9832746,0.00001482379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001314634,0.616942,0.0005121537,0.0618617,0.307848,0.000315697,0.001225159,0.000225215,0.01093846],"genre_scores_gemma":[0.002572924,0.693778,0.0009531512,0.1542696,0.1132833,0.001023138,0.002489419,0.0003116042,0.03131895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08156522,"threshold_uncertainty_score":0.2728629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286673330010456,"score_gpt":0.2462416130795347,"score_spread":0.2233748797794301,"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."}}