{"id":"W4323789566","doi":"10.33137/ic.v30i.39483","title":"Sei Brava","year":2022,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004498774,0.000151739,0.0002017687,0.00009336782,0.00465524,0.0001027828,0.0004648909,0.00006086843,0.01523872],"category_scores_gemma":[0.0001080028,0.0001939464,0.0001378293,0.0008024574,0.0003484336,0.0001036798,0.0001106615,0.0002778322,0.0004067529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813336,"about_ca_system_score_gemma":0.002275155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5507088,"about_ca_topic_score_gemma":0.3649596,"domain_scores_codex":[0.9978652,0.0002775637,0.0002118086,0.0003160856,0.0006779574,0.0006514109],"domain_scores_gemma":[0.9990748,0.000105421,0.00009575117,0.0001584517,0.00007534942,0.0004901844],"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":[0.000002799957,0.0000620483,0.00536084,0.000006634674,0.0001058893,0.00004431785,0.09281679,0.00002045117,0.000001481698,0.1808932,0.7174128,0.003272667],"study_design_scores_gemma":[0.00007505777,0.00003613019,0.01135946,0.000004202332,0.00002597269,0.000001453251,0.09969151,0.000002902282,5.728692e-7,0.004333389,0.8842419,0.0002274891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07362512,0.004597808,8.607737e-7,0.1632987,0.008032995,0.0004456591,0.001059221,0.00006126486,0.7488784],"genre_scores_gemma":[0.7970449,0.00009291423,0.000008902346,0.004069878,0.00119088,0.00004918753,0.00002579418,0.00001667111,0.1975009],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7234198,"threshold_uncertainty_score":0.9966406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870723272357042,"score_gpt":0.2864353784088881,"score_spread":0.2577281456853177,"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."}}