{"id":"W4313050016","doi":"10.29034/ijmra.v13n3editorial","title":"Editors’ Introduction to the International Journal of Multiple Research Approaches: Issue 13(3)","year":2021,"lang":"en","type":"article","venue":"International Journal of Multiple Research Approaches","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Volume (thermodynamics); Engineering ethics; Library science; Political science; Sociology; Management science; Computer science; Engineering; Law; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.02506383,0.002813615,0.003826299,0.007081228,0.003471976,0.01469689,0.003708518,0.01036317,0.02168643],"category_scores_gemma":[0.07473735,0.001388927,0.004203984,0.003330043,0.004275281,0.006753499,0.003456576,0.02200237,0.01436819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003043513,"about_ca_system_score_gemma":0.007408801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135902,"about_ca_topic_score_gemma":0.003312322,"domain_scores_codex":[0.9803832,0.003952959,0.002929445,0.001631592,0.01026662,0.0008361165],"domain_scores_gemma":[0.875643,0.05876055,0.005849068,0.002835764,0.04795756,0.008954033],"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":[0.00002157559,0.00001820014,0.00005577825,0.0003674129,0.00001530069,0.00004555198,0.00003681918,0.00003931915,0.0000930006,0.0009356738,0.9784873,0.01988407],"study_design_scores_gemma":[0.00002120306,0.00004990083,0.0003114697,0.001199907,0.00002985193,0.0002852519,0.00007448644,0.0001673208,0.0001104228,0.002329517,0.9953844,0.00003622599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002999649,0.007590538,0.0006009909,0.0247088,0.9659008,0.00002867971,0.00003512019,0.00005171326,0.001053447],"genre_scores_gemma":[0.0004250679,0.009792714,0.0008561145,0.02601154,0.9579534,0.0000583479,0.00004620058,0.0001129033,0.004743884],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02506383,"threshold_uncertainty_score":0.1325518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6327362013188447,"score_gpt":0.5587839951350285,"score_spread":0.07395220618381615,"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."}}