{"id":"W2783933814","doi":"10.7202/1042804ar","title":"Présentation","year":2017,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Feminist Epistemology and Gender Studies","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001753505,0.0002154551,0.0003532552,0.0000174259,0.00508381,0.0001435402,0.0007011541,0.0006908167,0.00173932],"category_scores_gemma":[0.001501847,0.0002206802,0.0002474244,0.00004070897,0.00605377,0.0004419959,0.0002878069,0.0005053241,0.000906549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001823719,"about_ca_system_score_gemma":0.0002800512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008389715,"about_ca_topic_score_gemma":0.0002488968,"domain_scores_codex":[0.997614,0.0008940425,0.0002577213,0.0004047042,0.0002182196,0.0006112692],"domain_scores_gemma":[0.99826,0.0006430087,0.0004068482,0.0004894495,0.0001080441,0.00009265689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002015746,0.0001437944,0.05407624,0.00006808872,0.0003595826,0.00004244911,0.05515531,0.000003248942,0.0000206728,0.6055537,0.2435851,0.04097157],"study_design_scores_gemma":[0.0006138979,0.0001309607,0.1588641,0.00005009932,0.000127048,0.000002893674,0.06441566,0.000007935964,0.00003936132,0.6422988,0.1330182,0.0004311382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02071697,0.009413446,0.0001039837,0.4264895,0.0450302,0.0002447641,0.00002821183,0.0001045833,0.4978684],"genre_scores_gemma":[0.8851371,0.009302259,0.0004280574,0.001693214,0.001837644,0.00003567685,0.00001041033,0.00001458292,0.101541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8644202,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5652362922584853,"score_gpt":0.593909311535109,"score_spread":0.02867301927662369,"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."}}