{"id":"W4402297346","doi":"10.55016/ojs/jah.v2023y2023.77813","title":"Conducting Literature Reviews Hermeneutically","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Hermeneutics","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001176775,0.000204375,0.0004631791,0.0002319282,0.0001001315,0.00007347578,0.0002615063,0.0002108303,0.0005811547],"category_scores_gemma":[0.00004488506,0.0001577379,0.0002091219,0.0007285534,0.0000575055,0.00009249504,0.00004304449,0.0006294749,0.0007961866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004206488,"about_ca_system_score_gemma":0.00004763237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.013778e-7,"about_ca_topic_score_gemma":0.000001539482,"domain_scores_codex":[0.9981247,0.0001205353,0.0008421295,0.0002071215,0.0003070849,0.000398476],"domain_scores_gemma":[0.9987316,0.0001102495,0.0005499825,0.0002728965,0.0001749336,0.000160321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001103279,0.001004344,0.0003922145,0.0006628581,0.001222129,0.003144274,0.2126282,0.00008432733,0.1329931,0.1226805,0.1330897,0.3909951],"study_design_scores_gemma":[0.006429445,0.0008212617,0.005564301,0.000826383,0.001286071,0.00215352,0.04358845,0.00007082806,0.01156559,0.283386,0.6427719,0.001536261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.732689,0.0007827706,0.00001876431,0.0004154383,0.001957715,0.000363,0.00001386563,0.00009635917,0.263663],"genre_scores_gemma":[0.9896908,0.00153446,0.001301968,0.002322394,0.001692173,0.00002525137,0.00002081879,0.00005940798,0.003352663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5096822,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0749308872676709,"score_gpt":0.3436823357538401,"score_spread":0.2687514484861692,"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."}}