{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004679203,0.001040491,0.0009997602,0.001715044,0.001328101,0.007751498,0.003671958,0.003219178,0.004190428],"category_scores_gemma":[0.008004524,0.001336229,0.002664205,0.002783583,0.004091737,0.01042877,0.00266635,0.00287917,0.001395968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156769,"about_ca_system_score_gemma":0.002407913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008783981,"about_ca_topic_score_gemma":0.005126916,"domain_scores_codex":[0.9966559,0.0009976842,0.00021941,0.0005577895,0.001418641,0.0001505713],"domain_scores_gemma":[0.9961743,0.001806475,0.0001790145,0.001236057,0.0005321678,0.00007211063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001034501,0.00009184352,0.002421591,0.001093585,0.0001301583,0.0004610103,0.003349977,0.220307,0.007561384,0.5461056,0.002962599,0.2154118],"study_design_scores_gemma":[0.00003819243,0.0001792005,0.00117268,0.0008871182,0.0001527498,0.001049418,0.001213358,0.5406128,0.01129382,0.2627723,0.1804965,0.0001319157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01208334,0.004457691,0.9700214,0.001405884,0.0001281141,0.0001186947,0.0002036371,0.0005443871,0.01103685],"genre_scores_gemma":[0.1664508,0.0132636,0.7986796,0.0004074434,0.0002461932,0.000595922,0.0007495115,0.0007193139,0.01888758],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008783981,"threshold_uncertainty_score":0.0247463,"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."}}