{"id":"W4210429627","doi":"10.3917/sr.052.0009","title":"Quelle semaine !","year":2021,"lang":"fr","type":"article","venue":"Sociétés & Représentations","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Geography; Biology; Environmental 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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001584794,0.0002056623,0.0003566714,0.00007510069,0.001611611,0.00007756303,0.0002109434,0.0005155209,0.2500446],"category_scores_gemma":[0.01409576,0.0002154839,0.0002311958,0.0008163129,0.0003694245,0.00047036,0.0002738045,0.00217379,0.0106301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097309,"about_ca_system_score_gemma":0.003462523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237892,"about_ca_topic_score_gemma":0.0008187927,"domain_scores_codex":[0.9927316,0.004142818,0.0007377588,0.000549487,0.0007986596,0.001039716],"domain_scores_gemma":[0.9909047,0.006590295,0.0001677891,0.0006986512,0.0007581105,0.0008804327],"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":[0.00003509682,0.0005704933,0.001880465,0.0007266303,0.0002721165,0.0005279699,0.0120026,0.000007774757,0.001420194,0.05685108,0.8653389,0.06036674],"study_design_scores_gemma":[0.001089216,0.00005959912,0.001900392,0.0003565502,0.0001196052,0.00003030836,0.06310542,0.0001985306,0.0005160967,0.02942826,0.9029788,0.0002171799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008682399,0.04754151,0.003561098,0.4853847,0.01244748,0.0007240813,0.00026074,0.0001171404,0.4412809],"genre_scores_gemma":[0.03727103,0.04181651,0.008182292,0.01416558,0.004124009,0.0002345684,0.0006183091,0.00007937189,0.8935083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4712191,"threshold_uncertainty_score":0.9996881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2033695091437374,"score_gpt":0.627999509033038,"score_spread":0.4246299998893006,"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."}}