{"id":"W4235783767","doi":"10.4000/communication.137","title":"Vol. 25/2","year":2007,"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":[0.0009342631,0.001077179,0.0006936778,0.00268032,0.002024983,0.01013743,0.0009173432,0.00186038,0.7239879],"category_scores_gemma":[0.002914541,0.0003778409,0.0005541304,0.002550015,0.00157228,0.002695139,0.002256325,0.002318318,0.6934898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527329,"about_ca_system_score_gemma":0.002202118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512444,"about_ca_topic_score_gemma":0.008273887,"domain_scores_codex":[0.9991204,0.00008446784,0.00003522594,0.000158715,0.0004782459,0.0001229827],"domain_scores_gemma":[0.9985012,0.0002945735,0.00004963809,0.0002538615,0.0005942964,0.0003064593],"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":[0.00004195735,0.00006319205,0.000262222,0.0001781371,0.000006335217,0.00007803355,0.00006986336,0.00008311636,0.0004471711,0.008083313,0.9104119,0.08027472],"study_design_scores_gemma":[0.000008544041,0.00001557587,0.0004571979,0.0002042579,0.000004814395,0.00009567088,0.00008581912,0.00009367042,0.0002630339,0.001329017,0.9974362,0.00000607919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005287342,0.002651995,0.0004342237,0.002339715,0.00305261,0.00004693924,0.0007111532,0.0004348978,0.9897997],"genre_scores_gemma":[0.002000827,0.001915536,0.0001378335,0.0007229827,0.0004935657,0.00002182802,0.000442719,0.0001457716,0.9941189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2760121,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06213886267233096,"score_gpt":0.349112225227624,"score_spread":0.286973362555293,"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."}}