{"id":"W4229802019","doi":"10.18162/cqnalr","title":"Ce que nous apprend la recherche","year":2020,"lang":"fr","type":"paratext","venue":"Ce que nous apprend la recherche","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":[0.0171313,0.001476184,0.001212741,0.003476861,0.004269976,0.0224883,0.002456595,0.01044572,0.2377875],"category_scores_gemma":[0.06871994,0.0004648753,0.001530438,0.003744399,0.005215757,0.01550491,0.006064835,0.01156118,0.2022694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034464,"about_ca_system_score_gemma":0.0224769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02280105,"about_ca_topic_score_gemma":0.01304965,"domain_scores_codex":[0.973677,0.008651166,0.001199509,0.002871414,0.01195127,0.001649698],"domain_scores_gemma":[0.9362276,0.01495045,0.002241901,0.01051312,0.02708718,0.008979815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009101009,0.00004411996,0.0002748969,0.0004176869,0.00001532293,0.0002015111,0.0009426648,0.000194698,0.001107936,0.1516977,0.7752325,0.06977998],"study_design_scores_gemma":[0.000008831999,0.00001563637,0.0001433058,0.0001334395,0.000003209482,0.00009001898,0.0002450171,0.000112892,0.0002886473,0.00445486,0.9944951,0.000009027168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001953625,0.008963794,0.01673807,0.2379398,0.06088083,0.0003332445,0.006440058,0.004184214,0.6625664],"genre_scores_gemma":[0.02904043,0.009258564,0.01542588,0.01918872,0.01636273,0.0004268585,0.005675804,0.004244275,0.9003767],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2377875,"threshold_uncertainty_score":0.7954786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7066301267243685,"score_gpt":0.5227278217909213,"score_spread":0.1839023049334473,"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."}}