{"id":"W2897299474","doi":"","title":"Agile Laval 2018 - N'oublie pas d'apprendre","year":2018,"lang":"fr","type":"article","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agile software development; Humanities; Engineering; Art; Software engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007706261,0.0009065092,0.0005197991,0.0009113185,0.002262515,0.006764831,0.001453792,0.00211628,0.08552732],"category_scores_gemma":[0.01598963,0.0003971777,0.0006681124,0.0007872731,0.001366777,0.004112065,0.004886152,0.005348844,0.03062942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267251,"about_ca_system_score_gemma":0.006484364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395065,"about_ca_topic_score_gemma":0.02630964,"domain_scores_codex":[0.9929203,0.002057782,0.0002419069,0.0007337862,0.003219474,0.0008267374],"domain_scores_gemma":[0.9838861,0.002313491,0.00058719,0.001437962,0.006880675,0.004894572],"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":[0.0003614617,0.0001042089,0.00145167,0.0003471763,0.00002396974,0.0002667522,0.001598635,0.0003612609,0.003093354,0.01641537,0.8250496,0.1509265],"study_design_scores_gemma":[0.00001279119,0.0000227436,0.0005873661,0.00007867807,0.000001688955,0.0000755888,0.0004067078,0.00009027506,0.0004403005,0.0005555878,0.9977162,0.00001212305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0259609,0.03626017,0.07224528,0.1540978,0.1136531,0.0007894089,0.005123215,0.01002139,0.5818489],"genre_scores_gemma":[0.1068742,0.009447728,0.0261097,0.01241905,0.00759159,0.0009025327,0.004548274,0.00771973,0.8243872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08552732,"threshold_uncertainty_score":0.2861174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290366479322607,"score_gpt":0.3198062402529081,"score_spread":0.266902575459682,"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."}}