{"id":"W4386293064","doi":"10.4000/communication.17008","title":"Vol. 40/1","year":2023,"lang":"it","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0007281521,0.001321786,0.0006708883,0.002671583,0.002476795,0.007800421,0.0007723726,0.002684841,0.7331105],"category_scores_gemma":[0.002784082,0.0004340163,0.000542911,0.003224192,0.001572554,0.002151071,0.002501745,0.00304653,0.7386898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717308,"about_ca_system_score_gemma":0.001964479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008728489,"about_ca_topic_score_gemma":0.01399682,"domain_scores_codex":[0.9992595,0.00006884655,0.00002941599,0.0001563114,0.0003681457,0.0001176674],"domain_scores_gemma":[0.9989125,0.000261359,0.00004356706,0.0001764717,0.0003910172,0.000215054],"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":[0.00004132112,0.00004803951,0.0002717858,0.0001860216,0.000004908181,0.00006898254,0.00005564598,0.00008263353,0.0004429308,0.007182867,0.9301529,0.0614619],"study_design_scores_gemma":[0.000007790511,0.00001501402,0.0005570275,0.0001945343,0.000003026942,0.00006658073,0.00005508661,0.00007236318,0.0001545806,0.001075756,0.9977925,0.000005685994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002850755,0.001700317,0.0001237742,0.001696424,0.002189965,0.00003375997,0.0005905476,0.0002009356,0.9931792],"genre_scores_gemma":[0.00119813,0.001314425,0.00005850483,0.0008105104,0.0004652725,0.00002486168,0.0003014434,0.00009429778,0.9957325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2668895,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422018573888516,"score_gpt":0.3489542818498436,"score_spread":0.2647340961109584,"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."}}