{"id":"W2793347502","doi":"10.1002/aet2.10097","title":"Editorial Processes in Free Open Access Medical Educational (<scp>FOAM</scp>) Resources","year":2018,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Publication; Process (computing); Publishing; Psychology; Skepticism; Citation; Medical education; Open educational resources; Library science; Computer science; Medicine; Political science","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":[0.1776153,0.001199662,0.001571973,0.01647661,0.004452792,0.008937772,0.002683991,0.00251564,0.01070797],"category_scores_gemma":[0.5551307,0.000855156,0.001394655,0.007517298,0.004837201,0.007874005,0.005054226,0.001887955,0.003092275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002910934,"about_ca_system_score_gemma":0.01122513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258609,"about_ca_topic_score_gemma":0.003498501,"domain_scores_codex":[0.7499425,0.15567,0.03679559,0.003748629,0.05177233,0.002070928],"domain_scores_gemma":[0.1213612,0.6786813,0.07553098,0.01921519,0.09891781,0.006293555],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001469575,0.0002990387,0.02043057,0.0339073,0.0003212556,0.002005931,0.02084716,0.000552901,0.002889864,0.003597646,0.1732665,0.7404122],"study_design_scores_gemma":[0.0005738187,0.001867112,0.06169435,0.05560027,0.0006647001,0.005834897,0.02064148,0.002818086,0.008300791,0.02030309,0.8211627,0.0005386515],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3226258,0.1632436,0.1084842,0.1141239,0.1000566,0.02715574,0.00772973,0.006699804,0.1498808],"genre_scores_gemma":[0.6622903,0.0377357,0.2057095,0.01700733,0.03574245,0.009553237,0.003150894,0.001759961,0.02705052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8223847,"threshold_uncertainty_score":0.9393306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666304524398265,"score_gpt":0.4959300899677812,"score_spread":0.3292996375279547,"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."}}