{"id":"W3199121965","doi":"10.18438/eblip29972","title":"The Role of Institutional Repositories in the Dissemination and Impact of Community-Based Research","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Dissemination; Library science; Public relations; World Wide Web; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003066608,0.00004413692,0.00009001299,0.0001279005,0.0005031336,0.0002507977,0.0001634922,0.00003793224,0.0000180459],"category_scores_gemma":[0.004157487,0.0000332053,0.00002554296,0.000533781,0.0001672042,0.025025,0.00007010624,0.0003059618,0.000001221985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001733461,"about_ca_system_score_gemma":0.0002174471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001855439,"about_ca_topic_score_gemma":0.000001469567,"domain_scores_codex":[0.9989718,0.0004721076,0.0003673782,0.00003258406,0.00007961543,0.00007656686],"domain_scores_gemma":[0.9931857,0.006249066,0.0002640672,0.0001934818,0.00008846739,0.00001920244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002400448,0.0001216946,0.08604769,0.00009223531,0.00002241813,6.720936e-7,0.01134112,0.0001038679,0.00006336672,0.8884642,0.0004199064,0.01308278],"study_design_scores_gemma":[0.0002887452,0.0001811451,0.8668305,0.0002199115,0.000005019273,0.00000677362,0.0164123,0.002053285,0.00189401,0.01086738,0.1011431,0.00009780059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542037,0.003580594,0.0001494594,0.02347181,0.00004873086,0.0001841277,0.00003390372,0.000007064146,0.01832061],"genre_scores_gemma":[0.997904,0.00118372,0.0002239023,0.0006078236,0.000008584564,0.000007789927,0.00004299632,0.000001497868,0.00001968033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8775969,"threshold_uncertainty_score":0.9886115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06953603371474372,"score_gpt":0.3398196916530816,"score_spread":0.2702836579383379,"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."}}