{"id":"W2588206991","doi":"10.5120/ijca2017912998","title":"Original Design in a Copying - Intensive Industry","year":2017,"lang":"en","type":"article","venue":"International Journal of Computer Applications","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Copying; Computer science; Law; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001256303,0.00007105484,0.0001011805,0.0001635719,0.00005410655,0.000174564,0.0005814377,0.00006479317,0.00002833598],"category_scores_gemma":[0.00001568104,0.00006975667,0.00003425969,0.00003018194,0.00002462056,0.0003045303,0.0000404425,0.0002911777,0.00000907574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007490336,"about_ca_system_score_gemma":0.00003328814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005101699,"about_ca_topic_score_gemma":0.000001548795,"domain_scores_codex":[0.9994192,0.000008158204,0.0002642268,0.000063724,0.0001667973,0.00007786647],"domain_scores_gemma":[0.9992248,0.00003801818,0.0001766319,0.000126851,0.0003919314,0.00004178949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000211607,0.00003748784,0.003268222,0.00001286829,0.00009210155,0.00003286829,0.0002706498,0.9306507,0.0000912697,0.00160345,0.001683395,0.06223579],"study_design_scores_gemma":[0.002249116,0.00008150781,0.04943344,0.0004327593,0.0000354943,0.0004619088,0.00008992905,0.8630514,0.006651201,0.009059774,0.06798743,0.0004660949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01343954,0.00004855111,0.9848221,0.0004575565,0.0005174655,0.00008291913,0.000002186036,0.00002032268,0.00060936],"genre_scores_gemma":[0.9497895,0.00006165644,0.04947961,0.00009176089,0.000530156,0.00001441305,0.000002010387,0.0000104359,0.00002047952],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9363499,"threshold_uncertainty_score":0.2844594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393437894352741,"score_gpt":0.2875827216690152,"score_spread":0.2636483427254878,"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."}}