{"id":"W4251502426","doi":"10.4000/communication.6289","title":"Vol. 19/2","year":2000,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00116807,0.0009233727,0.0009691672,0.0005903154,0.001092372,0.0004136527,0.005734204,0.001282279,0.1311182],"category_scores_gemma":[0.0004338651,0.001125309,0.0003827842,0.001173907,0.0007920186,0.0004346503,0.001101104,0.002511412,0.8305498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304045,"about_ca_system_score_gemma":0.0007393815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008900068,"about_ca_topic_score_gemma":0.0001189765,"domain_scores_codex":[0.9936002,0.002775073,0.001280693,0.0008361165,0.0007243888,0.0007834619],"domain_scores_gemma":[0.9848106,0.0005864715,0.001224236,0.01219322,0.0008115358,0.000373956],"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":[0.0001370108,0.0004010111,0.00003902097,0.0001205106,0.0001777286,0.000001178906,0.0008734927,0.0003925436,0.0001747202,0.0002804781,0.9867485,0.01065382],"study_design_scores_gemma":[0.0008244563,0.00006206245,0.0006498671,0.0008019688,0.0002768208,0.00001482653,0.0001225349,0.001564748,0.0001054742,0.0006079992,0.9939352,0.001034074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009657691,0.1487882,0.00004874376,0.001110601,0.001141498,0.001465793,0.001057366,0.0003400969,0.8450819],"genre_scores_gemma":[0.06936018,0.1796737,0.001995076,0.0006049265,0.0008484219,0.0004887073,0.0368006,0.0008123069,0.7094161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6994317,"threshold_uncertainty_score":0.9997898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830343555104574,"score_gpt":0.3246066893659815,"score_spread":0.2763032538149358,"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."}}