{"id":"W7033878875","doi":"","title":"Roma Labelling: Policy and Academia","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Politics; Population; Task (project management); Quarter (Canadian coin); Process (computing)","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":[0.007498882,0.0003939508,0.0004931359,0.001470606,0.008556847,0.01476945,0.001374149,0.01537301,0.02681442],"category_scores_gemma":[0.0114728,0.0002907169,0.000330318,0.002188297,0.0157493,0.01008428,0.006633995,0.005269608,0.005599935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141983,"about_ca_system_score_gemma":0.01100827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009396669,"about_ca_topic_score_gemma":0.009054041,"domain_scores_codex":[0.9915339,0.004128459,0.0003931455,0.001213515,0.001631846,0.001099106],"domain_scores_gemma":[0.9924505,0.003880702,0.001346277,0.0005225112,0.0006707993,0.001129287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004991192,0.00005364449,0.0005080074,0.0003499692,0.00000471014,0.0003236239,0.005305145,0.0001162195,0.0005492577,0.9050511,0.04377992,0.04390856],"study_design_scores_gemma":[0.00001553805,0.00005199022,0.001843232,0.0006286679,0.000004445502,0.0002470874,0.004435585,0.0001200768,0.0003887845,0.06625095,0.9259806,0.00003303603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0228557,0.02307111,0.0007721825,0.4103302,0.002159946,0.00003653665,0.0001096354,0.00007891479,0.5405858],"genre_scores_gemma":[0.4887329,0.01501244,0.001622278,0.1293663,0.005832655,0.0001254242,0.000158452,0.0001105524,0.359039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02681442,"threshold_uncertainty_score":0.0897032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296280867259745,"score_gpt":0.5593448305346591,"score_spread":0.3297167438086845,"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."}}