{"id":"W4400688296","doi":"10.4000/120xt","title":"Transparence / Transparaître","year":2023,"lang":"fr","type":"article","venue":"Critique d’art","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006235184,0.0002622745,0.0003814319,0.00007652574,0.0008865615,0.00009408443,0.0003734891,0.0003383701,0.002753222],"category_scores_gemma":[0.000138268,0.0003097589,0.0002688202,0.00135211,0.001608731,0.000335542,0.00002348712,0.0003500767,0.0102437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939255,"about_ca_system_score_gemma":0.0001791126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407764,"about_ca_topic_score_gemma":0.008621732,"domain_scores_codex":[0.9974206,0.0003263025,0.0003300753,0.0004314878,0.0004904926,0.00100105],"domain_scores_gemma":[0.9990705,0.0002859677,0.00004608079,0.0001896725,0.0001246218,0.0002831246],"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":[0.000004167074,0.00005826939,0.0002144756,0.0001001589,0.00003763775,0.0000885841,0.03160713,0.00001029511,0.00002112917,0.296182,0.6639125,0.007763616],"study_design_scores_gemma":[0.0002141624,0.0000602808,0.001932187,0.0001780858,0.00005804918,0.000001264796,0.005231929,0.00006705502,0.00004695639,0.01740481,0.974453,0.0003521646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006599405,0.03492655,0.0007585627,0.1269084,0.007985579,0.0004402688,0.0002484962,0.0006801228,0.8214527],"genre_scores_gemma":[0.2330056,0.03486604,0.0001080704,0.001590767,0.001702404,0.00009349718,0.00005279951,0.00004031653,0.7285405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3105405,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0629468706607474,"score_gpt":0.3180899195750928,"score_spread":0.2551430489143454,"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."}}