{"id":"W4255801134","doi":"10.4000/communication.88","title":"Vol. 26/1","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":[0.0009193671,0.001016492,0.0007250872,0.002610418,0.001905161,0.008974095,0.0008573961,0.00164887,0.7054629],"category_scores_gemma":[0.00276613,0.0003782755,0.0004972801,0.002741167,0.001392999,0.002662311,0.002272364,0.002312687,0.7028894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445772,"about_ca_system_score_gemma":0.002176359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004118278,"about_ca_topic_score_gemma":0.007989378,"domain_scores_codex":[0.9991709,0.00008727622,0.00003729482,0.0001485703,0.0004421158,0.0001138364],"domain_scores_gemma":[0.9983954,0.0003063378,0.00005728524,0.0002555675,0.0006840873,0.0003013357],"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":[0.00003674588,0.00005490927,0.0002338569,0.0002079413,0.00000503498,0.00006464929,0.00006792435,0.0000797098,0.000425831,0.007312832,0.8999426,0.09156796],"study_design_scores_gemma":[0.000006416487,0.00001444189,0.0004196798,0.0002417433,0.000003581825,0.00008849202,0.00007863237,0.0000779015,0.0002238945,0.001171158,0.9976687,0.000005318745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005237905,0.004009291,0.0004593685,0.002484966,0.003377841,0.00005251377,0.0008086467,0.0004297016,0.9878539],"genre_scores_gemma":[0.001753737,0.002930047,0.0001594677,0.000631137,0.0004848935,0.00002023125,0.0005260009,0.0001449503,0.9933495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2945371,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183495586192723,"score_gpt":0.34827437808579,"score_spread":0.2864394222238628,"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."}}