{"id":"W1553697608","doi":"","title":"Pompes à idées","year":2015,"lang":"fr","type":"article","venue":"Continuité","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009241098,0.0003497296,0.0004449747,0.0001319293,0.00006364639,0.0002039125,0.0004566988,0.0002453068,0.001197097],"category_scores_gemma":[0.0009640812,0.0003878399,0.0001594042,0.0004644869,0.0004578882,0.0004745021,0.00021996,0.0003004175,0.1386623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815207,"about_ca_system_score_gemma":0.0003282707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004622679,"about_ca_topic_score_gemma":0.0005235954,"domain_scores_codex":[0.9974903,0.0002892807,0.0004026392,0.0004599304,0.000493742,0.000864034],"domain_scores_gemma":[0.9978595,0.0001124207,0.0001931154,0.0006542244,0.0005005696,0.0006801314],"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":[0.00009830866,0.000297837,0.0119613,0.00005190962,0.0001385625,0.0002512682,0.006188931,0.00002134713,0.004089676,0.04949883,0.7703907,0.1570113],"study_design_scores_gemma":[0.001665348,0.0001518548,0.004728549,0.0001931927,0.0001346846,0.00008774224,0.001094841,0.0002989802,0.003753913,0.005190351,0.9822176,0.0004829926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3979305,0.1348796,0.0001307291,0.005768027,0.006658745,0.0005141236,0.0003811149,0.0005916869,0.4531455],"genre_scores_gemma":[0.5769008,0.00005475516,0.001103293,0.0004117477,0.001856953,0.00001761448,0.0000220034,0.0001832606,0.4194496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2118268,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682328587516373,"score_gpt":0.2745372066105597,"score_spread":0.237713920735396,"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."}}