{"id":"W1525454319","doi":"10.18438/b8h928","title":"Research Methods: Design, Methods, Case Study…oh my!","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Research design; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02852088,0.000120503,0.0001499338,0.0003830565,0.001553543,0.0009712022,0.0002451611,0.00009221938,0.0009606483],"category_scores_gemma":[0.01118758,0.0000869014,0.0000330441,0.0009533523,0.0002232934,0.2904231,0.0001150295,0.0001897466,0.0001487497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005300504,"about_ca_system_score_gemma":0.0005490002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000370028,"about_ca_topic_score_gemma":0.000001174974,"domain_scores_codex":[0.9854629,0.01263427,0.0007485641,0.000160681,0.0006376265,0.0003559269],"domain_scores_gemma":[0.9784908,0.02018046,0.0004610858,0.0002830153,0.0003976338,0.0001870023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003549462,0.00004946462,0.0001369489,0.00005400572,0.00002891887,0.00003342737,0.03696838,0.00001040807,0.00009136412,0.4922593,0.004470005,0.4655429],"study_design_scores_gemma":[0.0004036936,0.0002460892,0.00008106708,0.00009913618,0.00001729877,0.00008425257,0.256459,0.0001550405,0.00136731,0.0006285778,0.7403258,0.0001327304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00262343,0.0002511371,0.9197117,0.05458649,0.0004319618,0.001922107,0.0000093054,0.0002005227,0.02026336],"genre_scores_gemma":[0.2913467,0.002066147,0.6816882,0.02214007,0.0004465614,0.0004760567,0.00001256153,0.00002311777,0.001800574],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7358558,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.194636012366448,"score_gpt":0.5379981407474304,"score_spread":0.3433621283809823,"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."}}