{"id":"W4233476483","doi":"10.33137/q.i..v28i2.8545","title":"Contributors","year":2007,"lang":"fr","type":"article","venue":"Quaderni d italianistica","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001255148,0.0001886974,0.0002560553,0.00003574222,0.001251894,0.00008076941,0.0002355573,0.0002419478,0.01109652],"category_scores_gemma":[0.0008965906,0.0002063351,0.0001488798,0.0004142776,0.001585935,0.0001407976,0.00004331878,0.0002170992,0.006576064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422979,"about_ca_system_score_gemma":0.0002544584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004373127,"about_ca_topic_score_gemma":0.002446002,"domain_scores_codex":[0.9978498,0.0001413369,0.0003658858,0.0002780216,0.0005380478,0.0008269098],"domain_scores_gemma":[0.9983674,0.0008071854,0.0001216938,0.0001200884,0.0002371994,0.0003464469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008144172,0.0001981217,0.00430425,0.00002113366,0.00007533677,0.00002644275,0.01694074,2.018037e-7,0.000005041124,0.9170946,0.04784667,0.01347933],"study_design_scores_gemma":[0.00009011819,0.00004997337,0.01853844,0.00003564537,0.00006390025,0.000002026546,0.02483845,0.000001670984,0.00001997904,0.02966158,0.926447,0.0002512604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01923603,0.01464211,0.001479769,0.05477833,0.009869465,0.0002605183,0.0001072149,0.0001014051,0.8995252],"genre_scores_gemma":[0.7533371,0.0004331896,0.0003637593,0.0009564284,0.003788456,0.000005727989,0.00001110281,0.00001651431,0.2410877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.887433,"threshold_uncertainty_score":0.9941974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062231304946715,"score_gpt":0.3430985698046998,"score_spread":0.3024762567552326,"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."}}