{"id":"W4234822727","doi":"10.4000/communication.5088","title":"Vol. 33/1","year":2015,"lang":"it","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001027053,0.001289871,0.000732592,0.003506703,0.002096321,0.01101311,0.0008330219,0.002429573,0.7093322],"category_scores_gemma":[0.003441999,0.000286516,0.0006196302,0.002630186,0.00161751,0.003917887,0.003631488,0.002553251,0.5822769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233248,"about_ca_system_score_gemma":0.002243292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335478,"about_ca_topic_score_gemma":0.00358795,"domain_scores_codex":[0.9991529,0.0001005418,0.00003374336,0.000169758,0.0003935902,0.0001495157],"domain_scores_gemma":[0.9984714,0.0002812888,0.00007366099,0.0001785929,0.0005722679,0.0004226801],"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":[0.0000294021,0.00004841105,0.0002361058,0.0002817993,0.000004514694,0.00007158035,0.0001102953,0.00006295022,0.000390267,0.01019278,0.9242899,0.06428185],"study_design_scores_gemma":[0.000003613124,0.00001139701,0.0004623117,0.0003000006,0.000002373851,0.00006179058,0.00009934046,0.00005777163,0.00009566872,0.001226303,0.9976754,0.000004068575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000544228,0.007428412,0.000380973,0.005314813,0.01048132,0.0000619593,0.0006199172,0.0003268647,0.9748414],"genre_scores_gemma":[0.002623823,0.003222295,0.00008973635,0.001071149,0.002540151,0.00002851074,0.0003174293,0.0001248819,0.9899821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2906678,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09464323139704116,"score_gpt":0.350568092012715,"score_spread":0.2559248606156739,"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."}}