{"id":"W7053238531","doi":"","title":"Trop de numérique, vraiment ?","year":2024,"lang":"fr","type":"other","venue":"Open Repository and Bibliography (University of Liège)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Point (geometry); Context (archaeology); Product (mathematics); Work (physics); Identification (biology)","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":[0.002487922,0.001146096,0.001576644,0.002672803,0.001460869,0.008048195,0.001540859,0.002995384,0.06636146],"category_scores_gemma":[0.01046566,0.0005481596,0.0009430787,0.002499079,0.004301338,0.01063079,0.002171882,0.004185793,0.02378976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00277549,"about_ca_system_score_gemma":0.002075091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007592216,"about_ca_topic_score_gemma":0.005816261,"domain_scores_codex":[0.997434,0.00101299,0.0001170372,0.0003464815,0.0009429874,0.0001466089],"domain_scores_gemma":[0.9984029,0.0007310736,0.00009947816,0.0003989473,0.0002994379,0.00006812443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003647207,0.00001694153,0.0001104939,0.0002919994,0.00001794382,0.00008557562,0.0003010673,0.001636837,0.0003918029,0.8637474,0.06461374,0.06874976],"study_design_scores_gemma":[0.00002383861,0.00001836869,0.0001961293,0.0004207645,0.00001109075,0.000322871,0.0003029617,0.003398443,0.0005248498,0.3716933,0.6230581,0.00002920838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004991571,0.0577114,0.1811799,0.04197646,0.01018553,0.00004747454,0.001119427,0.004041205,0.698747],"genre_scores_gemma":[0.2107636,0.05553935,0.1192491,0.009147623,0.009264813,0.0002901576,0.001318501,0.005377892,0.589049],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06636146,"threshold_uncertainty_score":0.2220012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052682508556442,"score_gpt":0.2088200689121575,"score_spread":0.1982932438265931,"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."}}