{"id":"W4233916052","doi":"10.4000/communication.1209","title":"Vol. 27/1","year":2009,"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":[0.0008322968,0.0009172863,0.0006905003,0.00244582,0.001887335,0.008289027,0.000825816,0.001545332,0.7139588],"category_scores_gemma":[0.002974077,0.0003462396,0.000477929,0.002626521,0.001322607,0.002561347,0.002330257,0.002257494,0.6985384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722505,"about_ca_system_score_gemma":0.002213464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004972243,"about_ca_topic_score_gemma":0.009539262,"domain_scores_codex":[0.9992266,0.00007428382,0.00003749938,0.0001474124,0.0003966304,0.0001176036],"domain_scores_gemma":[0.9985146,0.0002825027,0.00005363279,0.0002430678,0.0006313105,0.0002747847],"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":[0.00004021534,0.00005307818,0.000257985,0.0002172504,0.000005082912,0.00006767108,0.00006495563,0.00008644968,0.0004597884,0.007689178,0.9036674,0.0873909],"study_design_scores_gemma":[0.000006850314,0.00001479418,0.000511371,0.0002436104,0.000003504228,0.00008519303,0.00007840667,0.0000841216,0.0002447379,0.001280002,0.997442,0.000005453355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005475701,0.003594379,0.0004368137,0.002525946,0.003301934,0.00005127204,0.001020954,0.0004140623,0.9881071],"genre_scores_gemma":[0.002135737,0.002676819,0.000139016,0.0005755172,0.0004249608,0.00002167408,0.0005787307,0.0001544211,0.993293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2860412,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691384937495473,"score_gpt":0.3257741710303294,"score_spread":0.2788603216553747,"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."}}