{"id":"W2531096341","doi":"","title":"Triptyque de la lumière. Gilles Lacombe, La vie est plus simple, Ottawa, L’Interligne, 2003, 218 p.Gilles Lacombe, La vie est plus simple, Ottawa, L’Interligne, 2003, 218 p.","year":2004,"lang":"fr","type":"article","venue":"Liaison","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.003625329,0.002128851,0.002867206,0.0005236352,0.003177222,0.0009056468,0.002455158,0.00242785,0.002519165],"category_scores_gemma":[0.003192328,0.002240286,0.0009069945,0.004495437,0.006034439,0.001238116,0.0007962577,0.002289661,0.001358103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003984627,"about_ca_system_score_gemma":0.003286981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1344956,"about_ca_topic_score_gemma":0.187911,"domain_scores_codex":[0.9860394,0.003350086,0.002479016,0.00222025,0.002019441,0.003891809],"domain_scores_gemma":[0.992628,0.002134093,0.001262815,0.001228773,0.00122789,0.001518386],"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":[0.0002452745,0.002596433,0.004718455,0.0005513581,0.001091531,0.001065424,0.03212152,0.0006715409,0.0001686567,0.391609,0.5301257,0.03503511],"study_design_scores_gemma":[0.007250492,0.000816394,0.004906963,0.0007899266,0.0005631952,0.00008832876,0.01108471,0.0008690967,0.0002846853,0.009601156,0.9612908,0.002454288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03949771,0.09181943,0.001361253,0.006668324,0.007582877,0.002657503,0.001033567,0.001051131,0.8483282],"genre_scores_gemma":[0.8688076,0.03385692,0.002996025,0.002817302,0.004675479,0.0005001763,0.0002528629,0.0004821176,0.08561157],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8293098,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623564241011527,"score_gpt":0.2767085538540697,"score_spread":0.2604729114439545,"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."}}