{"id":"W4249477248","doi":"10.4000/communication.6606","title":"Vol. 34/1","year":2016,"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":[0.001042685,0.0009969263,0.0006576806,0.003134897,0.002023286,0.009343775,0.0008457993,0.001743487,0.6858351],"category_scores_gemma":[0.003628902,0.0003408757,0.0005000627,0.002999431,0.001571414,0.003061975,0.00291133,0.002400533,0.6515707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845329,"about_ca_system_score_gemma":0.002441425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004243632,"about_ca_topic_score_gemma":0.007689019,"domain_scores_codex":[0.9990155,0.0001056046,0.00004750359,0.0001746887,0.0005111897,0.0001455975],"domain_scores_gemma":[0.9982648,0.0003274645,0.00007256556,0.0002818216,0.0006726611,0.0003807383],"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":[0.00004865675,0.00005847988,0.0003429324,0.000281865,0.000005656236,0.00007817186,0.00008214566,0.00009972592,0.0004893853,0.009404476,0.8901765,0.09893202],"study_design_scores_gemma":[0.000006205169,0.00001501193,0.000476717,0.0002860066,0.000003236061,0.00008157362,0.00007794439,0.00007506454,0.0001934418,0.001513172,0.9972664,0.000005127544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006133345,0.00550406,0.0004391696,0.003540014,0.004703936,0.00005749499,0.0011908,0.0004689171,0.9834824],"genre_scores_gemma":[0.002634721,0.003292957,0.0001385699,0.0007121512,0.0008316451,0.00002314504,0.0006120274,0.0001623904,0.9915924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3141649,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005313825299095,"score_gpt":0.325504041391416,"score_spread":0.275450903138425,"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."}}