{"id":"W4378450767","doi":"10.5281/zenodo.7973650","title":"Furiose Interazioni Project","year":2023,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001073312,0.0001890502,0.0002426338,0.0002917812,0.008879992,0.001175501,0.001261549,0.0001986663,0.04696567],"category_scores_gemma":[0.001455339,0.0002020366,0.0001147693,0.001001407,0.000512543,0.00017091,0.001052862,0.0004695433,0.2220223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967859,"about_ca_system_score_gemma":0.00005228776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092113,"about_ca_topic_score_gemma":0.00003061726,"domain_scores_codex":[0.9972978,0.0007637999,0.0002701114,0.0004651117,0.00068349,0.000519719],"domain_scores_gemma":[0.9984326,0.00008795525,0.0001613109,0.0002531656,0.0009162301,0.0001486722],"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":[0.00001021645,0.00006112525,2.256536e-7,0.00004690351,0.00006494045,0.000002977462,0.02680827,0.000001745134,0.000008140476,0.006847531,0.945618,0.02052995],"study_design_scores_gemma":[0.000111279,0.00005927517,0.00005527066,0.00007309445,0.00001455191,0.000002467918,0.009622423,0.000001222086,0.000003283136,0.0003441752,0.989493,0.0002199955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004531429,0.0003892117,0.00004889869,0.004343466,0.001879504,0.0006668073,0.0005457734,0.0007508954,0.9909223],"genre_scores_gemma":[0.01359446,0.006676292,0.00006157411,0.0003646933,0.004572235,4.455888e-7,0.007406161,0.002747081,0.9645771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1750566,"threshold_uncertainty_score":0.9998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048160848520093,"score_gpt":0.3621580737803572,"score_spread":0.2573419889283479,"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."}}