{"id":"W7133446762","doi":"","title":"Comment estimer la valeur des actifs immatériels ouverts ?","year":2018,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Agrégation; Value (mathematics); Productivity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007098368,0.0003329549,0.0002865177,0.0001563913,0.0008229911,0.0007754734,0.001285775,0.0002036774,0.001126623],"category_scores_gemma":[0.0003768285,0.000360226,0.0001191821,0.00135862,0.001319911,0.001266016,0.0009017026,0.0003978999,0.004278126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917625,"about_ca_system_score_gemma":0.0003497239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009114007,"about_ca_topic_score_gemma":0.0002196346,"domain_scores_codex":[0.9974194,0.000304136,0.0004523241,0.0006231927,0.0004292217,0.0007717796],"domain_scores_gemma":[0.9971671,0.0005759295,0.0001868441,0.001297859,0.0005101884,0.0002621023],"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":[0.00001210435,0.0006708284,0.00697416,0.00005559677,0.0001492846,0.0001509037,0.009891361,0.00003865358,0.0004306052,0.2613688,0.5419357,0.178322],"study_design_scores_gemma":[0.000352433,0.0002269478,0.01025883,0.0002481759,0.00005294737,0.0002076013,0.000127524,0.004505855,0.00219929,0.01170937,0.9696376,0.0004734491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0210777,0.0005500858,0.7371197,0.141136,0.005591794,0.0005789184,0.00008046747,0.0005404823,0.09332483],"genre_scores_gemma":[0.5861757,0.0001279223,0.3279285,0.009887337,0.001317425,0.00008383275,0.00002337812,0.0001225179,0.07433344],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5650979,"threshold_uncertainty_score":0.999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06184622370610898,"score_gpt":0.3152907389073882,"score_spread":0.2534445152012792,"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."}}