{"id":"W3158052436","doi":"10.7202/1076775ar","title":"Terry Doyle. Dig","year":2021,"lang":"en","type":"article","venue":"Newfoundland and Labrador Studies","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dig; Art; History; Computer science; World Wide Web","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001360695,0.00008598676,0.0001748414,0.00002130758,0.001452965,0.0000886217,0.00004092181,0.00003964627,0.00007245852],"category_scores_gemma":[0.0001450854,0.00006418674,0.00004626163,0.0001813414,0.0003788167,0.0001138711,0.00009071011,0.00006394707,0.000011334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004542284,"about_ca_system_score_gemma":0.00006352722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186565,"about_ca_topic_score_gemma":0.06512769,"domain_scores_codex":[0.9992642,0.00006148374,0.0001068231,0.0001833751,0.0001672384,0.0002168305],"domain_scores_gemma":[0.9995524,0.0001325686,0.00002788246,0.00008451367,0.0001340043,0.00006864002],"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":[0.00002890761,0.0001855998,0.1865171,0.0001419015,0.0009026374,0.0002747557,0.2452868,0.000004204936,0.0001376434,0.4454416,0.03672663,0.0843522],"study_design_scores_gemma":[0.0002847149,0.00001936448,0.051102,0.00002617911,0.00003831982,0.000005664756,0.03988139,0.000001795192,0.000004795086,0.002310964,0.9061965,0.0001282888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7642578,0.04695842,0.00001859389,0.03604973,0.001319363,0.0001521752,0.00001508662,0.0001246664,0.1511041],"genre_scores_gemma":[0.9627593,0.00972299,0.0001534785,0.0004638246,0.0006911526,0.000009702161,0.000002770433,0.00000611486,0.02619065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8694699,"threshold_uncertainty_score":0.999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230714052233276,"score_gpt":0.3542592611429981,"score_spread":0.3119521206206654,"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."}}