{"id":"W7061451121","doi":"","title":"Quel est le niveau hiérarchique des premières catégories apprises ? : une analyse des facteurs chevauchement inter catégories et redondance intra catégorie","year":2012,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Taxon; Taxonomy (biology); Division (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002598938,0.0003322034,0.0005412287,0.002904012,0.001498466,0.006656169,0.001040873,0.001002729,0.01696562],"category_scores_gemma":[0.02230594,0.0004735911,0.0005478857,0.005379085,0.002219245,0.003555333,0.002141391,0.001498951,0.004318658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00381579,"about_ca_system_score_gemma":0.003145849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09000298,"about_ca_topic_score_gemma":0.07064896,"domain_scores_codex":[0.9972876,0.0004929152,0.0001411736,0.0005528046,0.001118061,0.0004075113],"domain_scores_gemma":[0.983914,0.006370395,0.003152845,0.001377499,0.004147355,0.001037974],"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":[0.0007394014,0.00009498495,0.6480192,0.0005348702,0.0003625653,0.000402369,0.04242751,0.001985522,0.004909521,0.04220629,0.0176772,0.2406406],"study_design_scores_gemma":[0.000009121946,0.00004500981,0.9192533,0.0001044712,0.00004768063,0.0002729131,0.01269487,0.0006810153,0.001694586,0.002621548,0.06253728,0.00003823216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9332278,0.003858102,0.003027476,0.002813109,0.0001240298,0.00002563419,0.002542905,0.0003912433,0.05398975],"genre_scores_gemma":[0.9748729,0.001089174,0.001316712,0.0001687687,0.00006471474,0.0000242424,0.001226891,0.0002842411,0.02095229],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09000298,"threshold_uncertainty_score":0.1789582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005320475810261483,"score_gpt":0.1643275093735572,"score_spread":0.1590070335632957,"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."}}