{"id":"W2903436217","doi":"","title":"Streamlining recruitment practices and providing equal access to research opportunities: An in-depth look at the benefits and challenges of implementing a Permission to Contact platform","year":2018,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Internet privacy; Best practice; Public relations; Free access; Computer science; Business; Knowledge management; World Wide Web; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1504306,0.0004565483,0.0005277867,0.001154363,0.01438163,0.01663036,0.005097782,0.006247097,0.005930113],"category_scores_gemma":[0.1579795,0.0008432869,0.0008124584,0.001741585,0.00991453,0.01878205,0.01363634,0.008641726,0.002425822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108789,"about_ca_system_score_gemma":0.06214803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232718,"about_ca_topic_score_gemma":0.03999607,"domain_scores_codex":[0.8767667,0.09799217,0.004242351,0.001689434,0.01246494,0.006844434],"domain_scores_gemma":[0.848299,0.11117,0.006729026,0.007295508,0.01477755,0.01172888],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001133801,0.0006234431,0.007477644,0.003502037,0.0000312478,0.001652065,0.4483005,0.0004259487,0.001884057,0.03877165,0.1009858,0.3962323],"study_design_scores_gemma":[0.00005658315,0.0004834245,0.007235483,0.003538498,0.00002612871,0.001103616,0.2961301,0.001114749,0.001517173,0.01352854,0.6751218,0.0001440808],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1309031,0.009766134,0.07511892,0.6675521,0.004455294,0.009672955,0.0002214417,0.001185035,0.1011251],"genre_scores_gemma":[0.5884383,0.02348997,0.1803263,0.1222162,0.001743741,0.01047483,0.0004266898,0.001021169,0.0718628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8495694,"threshold_uncertainty_score":0.7955625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5422627407901454,"score_gpt":0.435461082685853,"score_spread":0.1068016581042923,"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."}}