{"id":"W4234700542","doi":"10.4000/communication.4615","title":"Vol. 32/2","year":2013,"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":[0.0009219259,0.001131933,0.0006273572,0.002715609,0.002167029,0.009322031,0.0007762046,0.001858754,0.694284],"category_scores_gemma":[0.003232895,0.0003831603,0.0005422982,0.002777992,0.001760826,0.002742868,0.002442985,0.002481618,0.6301221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814183,"about_ca_system_score_gemma":0.002414407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005392697,"about_ca_topic_score_gemma":0.01073397,"domain_scores_codex":[0.9990688,0.00009062991,0.00003722311,0.0001651413,0.0005020895,0.0001360887],"domain_scores_gemma":[0.9985858,0.0002903156,0.00005363314,0.0002340257,0.0005449943,0.0002912407],"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":[0.00004526693,0.0000585696,0.0002955919,0.0002021934,0.000006710418,0.00008521159,0.00007495575,0.0001099775,0.0005279882,0.008972928,0.905683,0.08393758],"study_design_scores_gemma":[0.000008654677,0.00001638144,0.0006024362,0.0002445953,0.000005198031,0.0001124201,0.00008950273,0.0001366614,0.000295537,0.002089201,0.9963922,0.000007108119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005960088,0.003360414,0.000585155,0.003284528,0.003238515,0.00005174539,0.000880175,0.0005112657,0.9874921],"genre_scores_gemma":[0.002764076,0.002128985,0.000154618,0.0008018863,0.0007171797,0.0000253942,0.000440068,0.0001816422,0.9927861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.305716,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906034211392521,"score_gpt":0.3137631588928944,"score_spread":0.2647028167789691,"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."}}