{"id":"W3175557938","doi":"10.29034/ijmra.v12n3editorial1","title":"Editors’ Introduction to the International Journal of Multiple Research Approaches: Issue 12(3)","year":2020,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Engineering ethics; Library science; Project commissioning; Political science; Regional science; Management science; Sociology; Engineering; Computer science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03965376,0.0002607037,0.0005322187,0.001793054,0.0009397258,0.000308791,0.005363417,0.0002295896,0.0007252236],"category_scores_gemma":[0.07374465,0.0001856575,0.0002598205,0.001334982,0.0005565209,0.001125152,0.001361486,0.004708659,0.0005322664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599057,"about_ca_system_score_gemma":0.003476994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003280336,"about_ca_topic_score_gemma":0.0002400395,"domain_scores_codex":[0.9800279,0.005612861,0.00285603,0.0005377795,0.009701528,0.001263896],"domain_scores_gemma":[0.9749436,0.01028891,0.001498378,0.0004669537,0.01166646,0.001135641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002228744,0.0003095711,0.01861641,0.00009308314,0.0003966517,0.00006249201,0.04983778,0.001555326,0.003036758,0.0004751263,0.8990224,0.02436564],"study_design_scores_gemma":[0.002919472,0.000653394,0.00465923,0.0001785574,0.00001144663,0.00009593568,0.04536641,0.005504217,0.001924996,0.0002938338,0.938223,0.0001695109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1022157,0.0001716109,0.009969932,0.867529,0.0164952,0.001938833,0.0001676082,0.0000314419,0.001480632],"genre_scores_gemma":[0.8580191,0.0001724754,0.008043547,0.003516044,0.1294993,0.0001295452,0.00001885789,0.00005726242,0.0005439685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.864013,"threshold_uncertainty_score":0.9975875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.863195009945161,"score_gpt":0.6644752455948483,"score_spread":0.1987197643503127,"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."}}