{"id":"W1997150453","doi":"10.7202/1007654ar","title":"Présentation","year":2011,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003615325,0.0003377225,0.000409762,0.000214205,0.0004070634,0.00003688998,0.0005123931,0.001430571,0.0009019041],"category_scores_gemma":[0.0008766654,0.0003770688,0.0005736154,0.0008831899,0.006204325,0.0005247211,0.00008679663,0.0009393789,0.000589497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765314,"about_ca_system_score_gemma":0.0002550147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03684479,"about_ca_topic_score_gemma":0.0009016093,"domain_scores_codex":[0.992247,0.005519047,0.0004479642,0.0004962664,0.0003168535,0.0009728823],"domain_scores_gemma":[0.9974509,0.001382828,0.0001904826,0.0003369131,0.0002304321,0.0004084529],"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":[0.00001737846,0.0002970066,0.01740188,0.00005866103,0.0001862229,0.000008441833,0.1091147,3.49598e-8,0.00005776617,0.8635503,0.004422025,0.004885613],"study_design_scores_gemma":[0.0001661771,0.0001644652,0.02712508,0.00008531216,0.000144316,0.000002881447,0.006458918,0.000002815883,0.0006867477,0.9510778,0.01367325,0.0004122222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.256766,0.020837,0.0004910445,0.03257897,0.007207728,0.0006591503,0.00004581194,0.0007068338,0.6807075],"genre_scores_gemma":[0.961355,0.01333569,0.009458693,0.002384438,0.004422009,0.00007556241,0.00001296182,0.00006858625,0.008887107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7045889,"threshold_uncertainty_score":0.9998681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2911509061634385,"score_gpt":0.42820348843509,"score_spread":0.1370525822716516,"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."}}