{"id":"W2039078050","doi":"10.4000/rsl.486","title":"Le Liberlabo de PSL","year":2014,"lang":"fr","type":"article","venue":"Revue Sciences/Lettres","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"PSL; Mathematics; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004192024,0.0004385975,0.0002456106,0.001881272,0.003687967,0.01030393,0.0009466864,0.00187498,0.0690481],"category_scores_gemma":[0.007968815,0.0003681496,0.0003420961,0.002651029,0.004313162,0.00574917,0.009430359,0.003369899,0.02153867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118068,"about_ca_system_score_gemma":0.0230987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02473109,"about_ca_topic_score_gemma":0.03020125,"domain_scores_codex":[0.9963927,0.0008605195,0.0001679855,0.000479694,0.00150764,0.0005914805],"domain_scores_gemma":[0.995427,0.0008309599,0.0003994709,0.0007271591,0.001054321,0.001561043],"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":[0.0002567005,0.00009924531,0.003109927,0.0006162866,0.00001421707,0.0008239835,0.01653381,0.0002733321,0.002784498,0.4017576,0.3808534,0.1928769],"study_design_scores_gemma":[0.000006777118,0.00001496077,0.0008731987,0.000106744,0.000001490058,0.00007365215,0.00120043,0.00003472601,0.0004120728,0.001842336,0.9954271,0.000006412146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02677795,0.006385074,0.0104983,0.09190246,0.002959604,0.0003730251,0.002720371,0.001890265,0.8564929],"genre_scores_gemma":[0.1391199,0.00536923,0.01203246,0.01177418,0.0005888091,0.0006062117,0.002514816,0.0011554,0.8268389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0690481,"threshold_uncertainty_score":0.2309889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1789715115206732,"score_gpt":0.3015145063929751,"score_spread":0.1225429948723019,"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."}}