{"id":"W1528194773","doi":"10.7202/1012139ar","title":"Présentation","year":2012,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007209383,0.0002101648,0.0002748049,0.00004484568,0.0005568328,0.0001552637,0.0001371296,0.0002238046,0.02955302],"category_scores_gemma":[0.0003027038,0.0001918713,0.000326627,0.00002969236,0.0006741879,0.0003072829,0.00007398723,0.000322362,0.00130263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119199,"about_ca_system_score_gemma":0.00008137486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674463,"about_ca_topic_score_gemma":0.00002255271,"domain_scores_codex":[0.9984968,0.0002507892,0.0002867348,0.0001873545,0.0001800417,0.0005983141],"domain_scores_gemma":[0.9990423,0.0003239342,0.0001604305,0.0001971889,0.0001425821,0.0001335624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003734601,0.0002114035,0.002876284,0.00003680852,0.0002291072,0.000002403293,0.01399956,0.000008574082,0.00000673799,0.8775312,0.1028401,0.002254028],"study_design_scores_gemma":[0.0003286783,0.00006266408,0.001748253,0.00003262244,0.0005799377,0.000001258374,0.0477949,0.00006370609,0.00003713487,0.1623801,0.7865615,0.0004092656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0128713,0.04577326,0.0001875523,0.046655,0.04487713,0.0001877586,0.0002064454,0.0001263908,0.8491152],"genre_scores_gemma":[0.8946494,0.004257437,0.0002210465,0.001701248,0.02386477,0.00002057404,0.0001561378,0.00003028057,0.07509913],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8817781,"threshold_uncertainty_score":0.9994749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.437985842669506,"score_gpt":0.5213090959364813,"score_spread":0.08332325326697532,"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."}}