{"id":"W2566344201","doi":"10.18438/b8ww5p","title":"Research Grants: Does My Research Need Funding?","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Library science; Computer science; Political science; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04914805,0.0008600418,0.00299397,0.003067092,0.004321186,0.00951945,0.005904527,0.01728777,0.1390498],"category_scores_gemma":[0.3379475,0.0008460484,0.001775032,0.005530219,0.002676524,0.009510836,0.007983662,0.009796153,0.04633211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007953661,"about_ca_system_score_gemma":0.04581152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00874343,"about_ca_topic_score_gemma":0.01051609,"domain_scores_codex":[0.9346544,0.01727094,0.01005793,0.002974073,0.02691578,0.008126881],"domain_scores_gemma":[0.6963425,0.07591733,0.01243656,0.01259424,0.1581679,0.04454146],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003521594,0.00005402443,0.0008320666,0.001176523,0.00007637274,0.0001353355,0.0001580753,0.00004101332,0.0001537207,0.00822165,0.9452081,0.04359113],"study_design_scores_gemma":[0.0003517894,0.0001722105,0.002465953,0.004930255,0.0001667423,0.0003747722,0.00137469,0.0001815949,0.0004103591,0.01085123,0.9786301,0.00009020584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0009098631,0.008996711,0.0008669604,0.8414254,0.1125015,0.0004000812,0.002723807,0.0001963494,0.03197928],"genre_scores_gemma":[0.05278702,0.03450997,0.0075253,0.5706675,0.09532877,0.003188735,0.008487935,0.000783432,0.2267214],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9508519,"threshold_uncertainty_score":0.4651678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2057841809465664,"score_gpt":0.4859753562240299,"score_spread":0.2801911752774635,"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."}}