{"id":"W7010335799","doi":"","title":"How Grey Literature Informs Policy and Decision Making: The Necessity to Understand \\nthe Processes","year":2015,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Philosophy and Social Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Context (archaeology); Dysfunctional family; Value (mathematics); Public policy; Best practice; Information and Communications Technology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3673763,0.001631699,0.004673968,0.02612766,0.01936424,0.07441726,0.009350672,0.03055623,0.007995415],"category_scores_gemma":[0.4360749,0.002534375,0.003004193,0.01684633,0.1420126,0.09843489,0.04606369,0.02956535,0.002704549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03248505,"about_ca_system_score_gemma":0.07788287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300482,"about_ca_topic_score_gemma":0.01182466,"domain_scores_codex":[0.6545522,0.2639335,0.0160209,0.01298897,0.04531382,0.007190614],"domain_scores_gemma":[0.2783983,0.6443172,0.01300414,0.02626458,0.02999844,0.008017336],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003263165,0.00005523882,0.001091306,0.002378611,0.0001500864,0.0004779639,0.04683024,0.000982988,0.0001469924,0.8602421,0.034533,0.05307882],"study_design_scores_gemma":[0.00001568453,0.00001208852,0.0002173638,0.005161664,0.00002638975,0.00007214559,0.01182019,0.0003870428,0.00008449311,0.9081143,0.07404155,0.00004709985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004331379,0.0448502,0.02506559,0.8808799,0.003047257,0.000272298,0.0001290678,0.00009832023,0.04132599],"genre_scores_gemma":[0.6098542,0.0968925,0.09897941,0.1731678,0.009970731,0.001544556,0.0004205839,0.000487214,0.00868313],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6326237,"threshold_uncertainty_score":0.7801377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344099456550867,"score_gpt":0.3298235965998438,"score_spread":0.2963826020343352,"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."}}