{"id":"W4379207439","doi":"10.25071/1708-6701.40454","title":"CAML Milestones","year":2023,"lang":"fr","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.02052595,0.001694832,0.001396522,0.009404496,0.002251847,0.009371229,0.004553681,0.0084336,0.0901243],"category_scores_gemma":[0.04462473,0.000795507,0.002081519,0.005019919,0.002550809,0.006709972,0.006253889,0.006226887,0.09257931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01256508,"about_ca_system_score_gemma":0.03375711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0087595,"about_ca_topic_score_gemma":0.0146428,"domain_scores_codex":[0.9845441,0.002344408,0.001420941,0.00113237,0.008735295,0.001822901],"domain_scores_gemma":[0.9443194,0.006208798,0.002800142,0.002481217,0.03515558,0.009034946],"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":[0.00003111877,0.00003112942,0.00005671163,0.002304186,0.00000920859,0.0001014051,0.00005413314,0.00006861924,0.0002293621,0.007942175,0.900692,0.08847997],"study_design_scores_gemma":[0.000007434572,0.00001760288,0.0001312971,0.001508682,0.000006160961,0.0000794307,0.00002242429,0.00001961852,0.00009044569,0.00110805,0.9970029,0.000005954553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008720385,0.2668385,0.005792576,0.222365,0.2123314,0.001639492,0.002722197,0.00147316,0.2859656],"genre_scores_gemma":[0.0126718,0.3016153,0.02439656,0.1545696,0.08444706,0.004452615,0.008065265,0.001625853,0.408156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0901243,"threshold_uncertainty_score":0.3014959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04627479334532268,"score_gpt":0.3007639015009486,"score_spread":0.2544891081556259,"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."}}