{"id":"W4221093307","doi":"10.18438/eblip30015","title":"Researchers’ Perceptions and Experiences with an Open Access Subvention Fund","year":2022,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Publication; Publishing; Public relations; Medical education; Psychology; Library science; Business; Political science; Medicine; Computer science; Advertising","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.04022668,0.0003777159,0.0007513851,0.001802664,0.008145859,0.0123868,0.001883943,0.002283375,0.006220178],"category_scores_gemma":[0.09098616,0.0006092855,0.0007513353,0.001944259,0.007232305,0.007769078,0.01067533,0.0025401,0.000764985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123785,"about_ca_system_score_gemma":0.006339441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003372759,"about_ca_topic_score_gemma":0.00342912,"domain_scores_codex":[0.9450627,0.04143273,0.00253091,0.001497573,0.005791239,0.00368486],"domain_scores_gemma":[0.8838409,0.063007,0.02030586,0.004627039,0.01082346,0.01739577],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000160019,0.0002640971,0.05776702,0.0004585507,0.00005502343,0.001367709,0.9085191,0.00009881773,0.001084375,0.003451161,0.003233141,0.02354099],"study_design_scores_gemma":[0.00001427204,0.0002909887,0.01014265,0.0002038368,0.00001924029,0.0006755337,0.9645649,0.0001075939,0.0002986488,0.000533036,0.02311404,0.00003516606],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815229,0.001131867,0.0010227,0.006189637,0.0001800717,0.00008420514,0.00006299419,0.00003572393,0.009769976],"genre_scores_gemma":[0.9944029,0.0009597953,0.0007976504,0.001105489,0.0001093563,0.00008330857,0.00003633205,0.0000207031,0.002484426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981161,"threshold_uncertainty_score":0.2127416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6818213490106133,"score_gpt":0.610621507825644,"score_spread":0.07119984118496936,"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."}}