{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003185563,0.001804678,0.0008661387,0.002792695,0.007630824,0.01265883,0.0009837028,0.003971908,0.1139378],"category_scores_gemma":[0.008213274,0.000532015,0.001176819,0.001488733,0.008044234,0.00764264,0.004070892,0.009901934,0.02719986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006000711,"about_ca_system_score_gemma":0.002663026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008670828,"about_ca_topic_score_gemma":0.008405912,"domain_scores_codex":[0.9959741,0.001553569,0.0001124868,0.000525363,0.001336298,0.0004982179],"domain_scores_gemma":[0.9978484,0.0008561017,0.0001544376,0.0003916446,0.0004669732,0.0002824807],"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":[0.00005993989,0.00004192576,0.0001893903,0.00005525556,0.000008695345,0.0001819509,0.00152652,0.00009237756,0.0002350235,0.9217289,0.04637597,0.02950402],"study_design_scores_gemma":[0.00002264278,0.00001696176,0.0003725452,0.0001169156,0.000004881039,0.0002655881,0.0008870356,0.0001201559,0.0002267955,0.04978824,0.948165,0.00001322529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003344059,0.001976563,0.003640316,0.008749467,0.002683841,0.00002559738,0.0001534651,0.0003379462,0.9790887],"genre_scores_gemma":[0.1436081,0.004376478,0.005046246,0.004133565,0.004920851,0.0001386394,0.0003090474,0.0006546652,0.8368124],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1139378,"threshold_uncertainty_score":0.3811598,"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."}}