{"id":"W4247034652","doi":"10.7202/1043450ar","title":"INTRODUCTION","year":2016,"lang":"fr","type":"article","venue":"Revue du notariat","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007530462,0.0003160952,0.000361265,0.0001569527,0.0001348152,0.00006442342,0.0002660852,0.0002786499,0.01265305],"category_scores_gemma":[0.00125144,0.0002672729,0.0001884729,0.0004684995,0.0002455978,0.0007280147,0.000126813,0.0001980346,0.2375771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127656,"about_ca_system_score_gemma":0.0001066769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002137829,"about_ca_topic_score_gemma":0.0001279272,"domain_scores_codex":[0.9976045,0.0003095378,0.0004480937,0.0007189345,0.0002302769,0.0006886418],"domain_scores_gemma":[0.9981823,0.0001897327,0.0002379018,0.0009453266,0.000224628,0.0002201154],"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":[0.0001735702,0.0003371027,0.004080647,0.0001656474,0.0001530263,0.00006878485,0.000546284,0.00007537608,0.09390666,0.1460268,0.6471493,0.1073168],"study_design_scores_gemma":[0.00104282,0.0001060906,0.006046616,0.0003081451,0.0001789994,0.0003557562,0.00001807135,0.0002446201,0.003297115,0.001782932,0.9862052,0.000413699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1386424,0.0099935,0.007104015,0.7900881,0.04660116,0.0007288139,0.0005587237,0.0005349124,0.005748286],"genre_scores_gemma":[0.5081004,0.002108239,0.003269569,0.0002433774,0.1126568,0.00004883015,0.00004990716,0.0004258679,0.373097],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7898448,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102416711657455,"score_gpt":0.204988098124869,"score_spread":0.1947464269591235,"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."}}