{"id":"W2740680942","doi":"10.3917/rindu1.171.0113","title":"Fabrication additive : où en sommes-nous ?","year":2017,"lang":"fr","type":"article","venue":"Annales des Mines - Réalités industrielles","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Art","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":[0.0002956257,0.0004952345,0.000403286,0.0001513506,0.0008585616,0.0005484155,0.000717256,0.0006711958,0.0008019107],"category_scores_gemma":[0.0008287527,0.0005354052,0.0001537221,0.0001470593,0.0004496237,0.0009863949,0.0001991175,0.0004627209,0.0002001563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854315,"about_ca_system_score_gemma":0.0001420719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113672,"about_ca_topic_score_gemma":0.0002299402,"domain_scores_codex":[0.9979346,0.00008677965,0.0004944792,0.0004798114,0.000269913,0.0007343912],"domain_scores_gemma":[0.9980745,0.0002317754,0.0003064901,0.0008317638,0.0003127095,0.0002427867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004494334,0.0001860598,0.0115885,0.000518579,0.0002964697,0.00007457057,0.007698209,0.02566327,0.00007537394,0.002290922,0.07019213,0.881371],"study_design_scores_gemma":[0.001047535,0.0002010311,0.06562687,0.001351777,0.0003166186,0.00007411645,0.002419976,0.01474971,0.02867346,0.002680487,0.881428,0.001430397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8198882,0.06444445,0.03384991,0.01800099,0.006341018,0.001285376,0.001094743,0.0008138872,0.05428139],"genre_scores_gemma":[0.9451969,0.01064759,0.003327346,0.00009339202,0.002042296,0.00006684889,0.000246569,0.0001136869,0.03826535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8799406,"threshold_uncertainty_score":0.9997097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704719103731009,"score_gpt":0.2677633730398037,"score_spread":0.2307161820024937,"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."}}