{"id":"W2081879803","doi":"10.1145/2559206.2579530","title":"How i found my research question","year":2014,"lang":"en","type":"article","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Data science; Analytics; Visual analytics; Human–computer interaction; Ubiquitous computing; Cultural analytics; World Wide Web; Visualization; Artificial intelligence; Semantic analytics; The Internet","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04631281,0.0009078152,0.001565588,0.002458805,0.01567655,0.02815343,0.003958632,0.01253371,0.01635869],"category_scores_gemma":[0.2159471,0.0008990339,0.001879205,0.002049889,0.01750227,0.01917549,0.01053614,0.02333031,0.0107297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065787,"about_ca_system_score_gemma":0.02237635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043827,"about_ca_topic_score_gemma":0.007280012,"domain_scores_codex":[0.9468971,0.03279815,0.001650304,0.006238917,0.007631047,0.00478448],"domain_scores_gemma":[0.9204866,0.02692811,0.004841242,0.002684387,0.03310138,0.01195824],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002748189,0.000235066,0.007859797,0.002011172,0.0001880467,0.002752035,0.4784081,0.000243305,0.001745431,0.1435067,0.2890308,0.07374483],"study_design_scores_gemma":[0.0001019218,0.0001178792,0.001097425,0.003943797,0.00007378776,0.001147103,0.5463398,0.0004433819,0.000687313,0.04393892,0.4019284,0.0001802401],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03639659,0.009839429,0.02044118,0.8373088,0.02950932,0.001438776,0.001771057,0.0003271676,0.0629676],"genre_scores_gemma":[0.397615,0.01128971,0.02281727,0.45801,0.00748662,0.006692582,0.001011488,0.00121304,0.09386427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9536872,"threshold_uncertainty_score":0.2449285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1861791737009431,"score_gpt":0.3694707930984877,"score_spread":0.1832916193975446,"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."}}