{"id":"W2613870556","doi":"10.1177/0266666917703716","title":"InfoTecarios","year":2017,"lang":"en","type":"article","venue":"Information Development","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"World Wide Web; Selection (genetic algorithm); Library science; Latin Americans; Political science; Public relations; Business; Knowledge management; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002428624,0.000744848,0.0005545021,0.003889443,0.003803183,0.008917168,0.001703755,0.001827405,0.326564],"category_scores_gemma":[0.01079543,0.0002995789,0.0005492153,0.005510405,0.001404186,0.007077839,0.006337618,0.002295137,0.1656633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499061,"about_ca_system_score_gemma":0.00299434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003749946,"about_ca_topic_score_gemma":0.007220909,"domain_scores_codex":[0.9969351,0.0006413476,0.0002103416,0.0003454153,0.001516106,0.0003516762],"domain_scores_gemma":[0.9922661,0.001519671,0.0005257528,0.001362247,0.002151133,0.002175041],"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":[0.00009088577,0.00004587359,0.0007291099,0.0002625491,0.000004616589,0.0002155649,0.001318428,0.00005550228,0.0003119798,0.01818879,0.8846989,0.09407783],"study_design_scores_gemma":[0.000001935457,0.000003489025,0.0001402826,0.00002372273,6.445868e-7,0.00003946132,0.0001070682,0.00001004488,0.00003615701,0.0002761097,0.9993588,0.00000224537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004790045,0.004376282,0.001986646,0.01044297,0.005783694,0.0001717384,0.006086587,0.003872948,0.9624891],"genre_scores_gemma":[0.02697703,0.004272207,0.003650043,0.004753635,0.003069195,0.0002324506,0.01436441,0.003429464,0.9392517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.326564,"threshold_uncertainty_score":0.9605748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355385806659011,"score_gpt":0.2391688564189838,"score_spread":0.2256149983523937,"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."}}