{"id":"W3153352765","doi":"10.7202/1076360ar","title":"Avant d’ouvrir votre bureau professionnel, faites vos devoirs !","year":2021,"lang":"fr","type":"article","venue":"Nutrition, science en évolution","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003465746,0.0005153403,0.0005617294,0.0006774677,0.004729925,0.0002393939,0.0006848336,0.001259304,0.002810498],"category_scores_gemma":[0.003862253,0.0005735401,0.0002296242,0.002928303,0.001994666,0.002594021,0.0002724055,0.001812695,0.002645057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564491,"about_ca_system_score_gemma":0.004688672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008149858,"about_ca_topic_score_gemma":0.001763493,"domain_scores_codex":[0.992048,0.001790818,0.001337156,0.001433511,0.001446077,0.001944422],"domain_scores_gemma":[0.9929855,0.0008984158,0.0005298779,0.0009675377,0.00380434,0.000814312],"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":[0.0001633893,0.007692555,0.024971,0.009321466,0.00006828261,0.00005643979,0.05911172,0.00007326842,0.03020238,0.07410066,0.7748137,0.01942516],"study_design_scores_gemma":[0.005443201,0.0005480671,0.1002567,0.02117338,0.0003665114,0.0001620681,0.2764763,0.00399548,0.0118391,0.1676392,0.4100839,0.002016202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5145702,0.05801339,0.009680013,0.2694226,0.1295877,0.00419836,0.000724079,0.0008654693,0.01293831],"genre_scores_gemma":[0.9011402,0.02018925,0.01741051,0.002656343,0.01150213,0.000609869,0.001171547,0.0001075468,0.04521262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.38657,"threshold_uncertainty_score":0.9996716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06561478002020622,"score_gpt":0.3966786583389768,"score_spread":0.3310638783187705,"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."}}