{"id":"W4366140915","doi":"10.33137/ic.v10i.40948","title":"Back Cover","year":2023,"lang":"en","type":"paratext","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Computer science; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001827431,0.000745562,0.000779308,0.0009767009,0.0001421667,0.0002627536,0.0009557288,0.0008073641,0.3071424],"category_scores_gemma":[0.00007915235,0.0008862784,0.0003281683,0.001362218,0.0001890791,0.0001552571,0.00009154071,0.0006983964,0.9951735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694348,"about_ca_system_score_gemma":0.002786382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.224162,"about_ca_topic_score_gemma":0.4000379,"domain_scores_codex":[0.9963036,0.0001012298,0.0004977724,0.0009978275,0.000598609,0.001500956],"domain_scores_gemma":[0.9967986,0.00007837777,0.0002631811,0.001351347,0.0001364884,0.001371977],"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":[0.0000060301,0.000007421693,0.000006378538,0.0001181155,0.0002352634,0.0002889808,0.00006779876,0.000139645,0.00001274454,0.0001116617,0.9987724,0.0002335367],"study_design_scores_gemma":[0.0002705754,0.00002638058,0.0001071407,0.0002193399,0.00006939549,0.00001822654,0.00002498204,0.00004154108,0.00001896968,0.00002853087,0.9981734,0.001001555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001024043,0.001423492,0.00000195466,0.0006157808,0.009482084,0.0005512442,0.04132307,0.0001153122,0.9463847],"genre_scores_gemma":[0.0005030438,0.00005430476,0.00003690768,0.001214621,0.001743745,0.00005709991,0.006669828,0.001056075,0.9886644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.688031,"threshold_uncertainty_score":0.9993588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936817081929852,"score_gpt":0.2681778540231036,"score_spread":0.2388096832038051,"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."}}