{"id":"W2110649380","doi":"10.1051/meca:2004030","title":"Modélisation des familles de produits : État de l'art","year":2004,"lang":"fr","type":"article","venue":"Mécanique & Industries","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Humanities; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.0007804771,0.0003368295,0.0002468722,0.0002501524,0.0005295843,0.0006785271,0.0002650587,0.000377989,0.0002668319],"category_scores_gemma":[0.0008526146,0.0003772947,0.00005840189,0.0009905357,0.0002966611,0.002562262,0.0001345769,0.000370487,0.0003835163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007474846,"about_ca_system_score_gemma":0.0008421155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023998,"about_ca_topic_score_gemma":0.0003546515,"domain_scores_codex":[0.9981554,0.00004567705,0.000384105,0.0004158334,0.0002708414,0.0007281129],"domain_scores_gemma":[0.9990045,0.00002365347,0.0002324836,0.0002343106,0.0004584915,0.0000465723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002213169,0.0007256629,0.3668442,0.001849608,0.0002810738,0.000126245,0.008674347,0.01910966,0.00382114,0.214704,0.2069524,0.1766904],"study_design_scores_gemma":[0.002157341,0.00006507525,0.1209957,0.0019511,0.0003408572,0.00005105767,0.002912805,0.001087549,0.04827334,0.1060063,0.7146038,0.001555114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285881,0.005474091,0.01530267,0.03319291,0.00125211,0.0008778054,0.0000110267,0.0004275354,0.01487375],"genre_scores_gemma":[0.9660853,0.0004972646,0.00233685,0.001901555,0.002207298,0.00009667184,0.0001652433,0.00007733369,0.02663253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5076514,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344496792488584,"score_gpt":0.2227560588328485,"score_spread":0.1993110909079627,"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."}}