{"id":"W4286500811","doi":"10.4000/laboratoireitalien.8779","title":"Sociologie et littérature face à la question du travail : le cas italien","year":2022,"lang":"fr","type":"article","venue":"Laboratoire italien","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Humanities; Art; Philosophy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002043097,0.0003692553,0.0004820248,0.00005634415,0.00305342,0.0002303642,0.000591996,0.0004117151,0.0003884237],"category_scores_gemma":[0.0004413686,0.0004068735,0.0002067355,0.001647584,0.001738032,0.0005032427,0.0004024672,0.0008909199,0.0001099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180228,"about_ca_system_score_gemma":0.0009291387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180287,"about_ca_topic_score_gemma":0.008474876,"domain_scores_codex":[0.9944212,0.003069351,0.0003802794,0.0005960663,0.0007559127,0.0007771387],"domain_scores_gemma":[0.9987051,0.0003503984,0.0002412572,0.0002659521,0.0002299898,0.000207319],"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":[0.00001433692,0.0003237671,0.001852017,0.00002743988,0.0001058925,0.000104432,0.08631828,0.0001807294,0.00004492592,0.7270514,0.1763781,0.007598656],"study_design_scores_gemma":[0.0003809985,0.0001840151,0.004610697,0.00002744952,0.00005412718,0.000007234645,0.0880962,0.00004219162,0.0000164128,0.01342768,0.8926746,0.0004784226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1784152,0.3015965,0.0001210906,0.1292852,0.007967998,0.0008539766,0.00164552,0.0005287246,0.3795858],"genre_scores_gemma":[0.9142062,0.006657335,0.0001425391,0.001930427,0.0009975979,0.0001387059,0.0001040789,0.00004864189,0.07577447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.735791,"threshold_uncertainty_score":0.9998383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814081274302178,"score_gpt":0.2824785884221532,"score_spread":0.2543377756791314,"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."}}