{"id":"W4404919168","doi":"10.7202/1114508ar","title":"<i>RACAR </i>at 50: A Brief History","year":2024,"lang":"fr","type":"article","venue":"RACAR Revue d art canadienne","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":[0.0002262273,0.0003526256,0.0003280235,0.0002146537,0.0001099852,0.00008339822,0.0002066088,0.0002622287,0.00525873],"category_scores_gemma":[0.00004163862,0.0004436704,0.0001692837,0.000191303,0.00008376979,0.0003406272,0.00007184894,0.0004519913,0.001437236],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004172446,"about_ca_system_score_gemma":0.0001641448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006033412,"about_ca_topic_score_gemma":0.02586466,"domain_scores_codex":[0.998109,0.00003298166,0.0003766611,0.0005288628,0.0001175018,0.0008350292],"domain_scores_gemma":[0.9989724,0.00007298471,0.00004717916,0.0003971273,0.0000476579,0.0004626086],"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":[0.00001974373,0.000041064,0.00006387625,0.008244759,0.0002968314,0.001279989,0.006090794,0.2108261,0.0005293639,0.07112437,0.4874734,0.2140097],"study_design_scores_gemma":[0.0001354753,0.00003603451,0.000105693,0.0007087619,0.0001157035,0.0002197336,0.00002371453,0.08108827,0.0003925577,0.0002140742,0.916518,0.0004419922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1830036,0.5097861,0.01635581,0.01445949,0.06017433,0.001201432,0.0006530494,0.002298441,0.2120677],"genre_scores_gemma":[0.2073313,0.004734518,0.00281543,0.0004959963,0.002502675,0.00006531651,0.000250654,0.0002826914,0.7815214],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5694537,"threshold_uncertainty_score":0.9998015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009357339107193375,"score_gpt":0.1713962596643472,"score_spread":0.1620389205571538,"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."}}