{"id":"W4280537595","doi":"10.16995/dscn.8095","title":"Genetic Criticism and Analysis of Interface Design. A Case Study","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Luxembourg","keywords":"Criticism; Humanities; Interface (matter); Interpretation (philosophy); Humanism; Philosophy; Computer science; Art; Literature; Theology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002890461,0.0001678607,0.0003927458,0.0005161343,0.0003356757,0.00008012648,0.000371209,0.00002695486,0.000005935983],"category_scores_gemma":[0.000149399,0.0001695456,0.00006048394,0.001730298,0.0001678747,0.000384417,0.001374854,0.0002178576,0.000001501616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116301,"about_ca_system_score_gemma":0.00003162929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007323767,"about_ca_topic_score_gemma":0.00009936717,"domain_scores_codex":[0.998649,0.0001482652,0.0003624134,0.0004446879,0.0001955384,0.0002001172],"domain_scores_gemma":[0.9988516,0.0002441266,0.0001608842,0.0003987025,0.0003203664,0.0000243308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000608837,0.001928942,0.01858542,0.00005511012,0.007495289,0.005228931,0.94572,0.003621758,0.001096215,0.001404524,0.0006506676,0.01415222],"study_design_scores_gemma":[0.0005045835,0.001374421,0.001608833,0.000008650639,0.000005933764,0.001251999,0.9775803,0.0122629,0.001624727,0.003169904,0.0002844759,0.0003232535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7717822,0.0004118741,0.2268982,0.0002448577,0.0001193702,0.0002782898,0.00001344831,0.00008388567,0.0001678344],"genre_scores_gemma":[0.9992443,0.000008130097,0.0003583622,0.00006664945,0.000008308927,0.0001706395,0.000001210838,0.000009499777,0.0001328387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2274621,"threshold_uncertainty_score":0.6913867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617104600592276,"score_gpt":0.3160567835353672,"score_spread":0.2698857375294444,"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."}}