{"id":"W4245806822","doi":"10.4067/s0717-69962018000300014","title":"99%","year":2018,"lang":"it","type":"article","venue":"ARQ","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.0002065785,0.0001232123,0.0001141957,0.00005513033,0.0001113387,0.00004843725,0.000208371,0.00007359617,0.008553532],"category_scores_gemma":[0.0001262857,0.0001274496,0.00004158339,0.0003424924,0.0002819882,0.0001096856,0.00009978007,0.00009980879,0.7651364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006270927,"about_ca_system_score_gemma":0.00006986775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316454,"about_ca_topic_score_gemma":0.00005529524,"domain_scores_codex":[0.9989915,0.00005723009,0.0001326285,0.000241155,0.0001988613,0.0003785564],"domain_scores_gemma":[0.9991297,0.00002871186,0.00006066871,0.0005157586,0.0001441349,0.0001209851],"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":[0.00004919739,0.0001295689,0.006001891,0.000008631179,0.0000736302,0.00002408625,0.00157744,5.056301e-7,0.02318237,0.005596917,0.9597677,0.003588097],"study_design_scores_gemma":[0.0003928125,0.0002000105,0.02219252,0.00003606233,0.00004755531,0.000009595172,0.00006807027,0.000315851,0.01293666,0.0009645575,0.9626344,0.0002019281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5173005,0.0004473226,0.00002096378,0.0008024797,0.001491073,0.0001646078,0.00008064252,0.000217139,0.4794752],"genre_scores_gemma":[0.9735106,0.000008342561,0.0002656766,0.0005341635,0.001513811,0.000002359051,0.000006089793,0.00008823169,0.02407073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7565829,"threshold_uncertainty_score":0.9923528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457166418536304,"score_gpt":0.2771441720535786,"score_spread":0.2525725078682156,"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."}}