{"id":"W3153509090","doi":"10.4000/studifrancesi.30243","title":"Aa. Vv., «Lumen», n. XXIII","year":2006,"lang":"it","type":"article","venue":"Studi Francesi","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lumen (anatomy); Chemistry; Internal medicine; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004333873,0.00034442,0.0005723165,0.00006663383,0.002068694,0.00009623114,0.0004470073,0.0001732751,0.0009308899],"category_scores_gemma":[0.00006617171,0.0003038133,0.000240725,0.0009317477,0.0007992284,0.0003189064,0.0001332167,0.0002983915,0.001610088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215034,"about_ca_system_score_gemma":0.0001131988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007388955,"about_ca_topic_score_gemma":0.001176949,"domain_scores_codex":[0.9969617,0.0002281421,0.0005152977,0.0006133002,0.0008113777,0.0008701857],"domain_scores_gemma":[0.9990634,0.0001888888,0.0001831362,0.000269213,0.0001496947,0.0001456703],"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":[0.00006999404,0.0010125,0.09149843,0.0001237984,0.0002923464,0.0001111995,0.06660161,0.0000234618,0.0000617839,0.1532853,0.6636689,0.02325064],"study_design_scores_gemma":[0.0004256852,0.0001124667,0.02305039,0.00004318056,0.00005669022,3.726198e-7,0.002075711,0.000005771933,0.00001095435,0.00296725,0.9708543,0.0003972154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03228969,0.0283451,0.00009534042,0.006562849,0.005375346,0.0004539785,0.00005603877,0.000183375,0.9266383],"genre_scores_gemma":[0.7579584,0.001280521,0.0001336946,0.0005128781,0.004269655,0.00004033165,0.000005355316,0.00002003882,0.2357792],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7256687,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126612206064205,"score_gpt":0.2514066351403419,"score_spread":0.2401405130796998,"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."}}