{"id":"W4238377714","doi":"10.4000/communication.4528","title":"Vol. 22/2","year":2003,"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":[0.0007264934,0.00103218,0.000662497,0.00212036,0.00183344,0.009134192,0.0008408185,0.001629462,0.7133334],"category_scores_gemma":[0.002500065,0.0003494036,0.0004652674,0.002464739,0.001248165,0.002392344,0.001727609,0.002067172,0.7082999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121636,"about_ca_system_score_gemma":0.00160286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005024362,"about_ca_topic_score_gemma":0.009378209,"domain_scores_codex":[0.9993838,0.00005336688,0.00002629187,0.0001272061,0.0003247032,0.00008461945],"domain_scores_gemma":[0.9987856,0.000241149,0.00004334454,0.0001999466,0.0004792515,0.0002508215],"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":[0.00005182336,0.0000535373,0.0002827362,0.0001741705,0.000005935243,0.00008156451,0.00007624272,0.00007890567,0.0005725344,0.00681552,0.9134367,0.07837036],"study_design_scores_gemma":[0.000009490378,0.00001491037,0.0004509703,0.0001612749,0.000004731928,0.00009575213,0.00007514904,0.00008521553,0.0002641608,0.001121654,0.9977112,0.000005353444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005584207,0.002661017,0.0004051334,0.001995954,0.00283804,0.00003964112,0.0007699014,0.0004713477,0.9902607],"genre_scores_gemma":[0.001635993,0.001635564,0.0001000324,0.0004827104,0.0003289354,0.00001616384,0.0003946779,0.0001435955,0.9952624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2866666,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933758914786181,"score_gpt":0.3215122567467217,"score_spread":0.2721746675988599,"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."}}