{"id":"W4403630010","doi":"10.3917/rsg.327.0015","title":"Introduction au dossier spécial","year":2024,"lang":"fr","type":"article","venue":"La Revue des sciences de gestion/La Revue des sciences de gestion, Direction et gestion","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01910923,0.00103485,0.0008721171,0.001327952,0.01330408,0.00339774,0.001328232,0.001486541,0.001260038],"category_scores_gemma":[0.00676835,0.001128497,0.0006093294,0.01057835,0.03411451,0.005137724,0.0002736955,0.001819093,0.0005259535],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048461,"about_ca_system_score_gemma":0.003551012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02242302,"about_ca_topic_score_gemma":0.02079982,"domain_scores_codex":[0.9864523,0.005284135,0.0013618,0.002589237,0.00175347,0.002559022],"domain_scores_gemma":[0.9940614,0.003075036,0.0006020562,0.0004866371,0.0008813236,0.0008935787],"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":[0.0000649637,0.0008216236,0.01212509,0.0009440111,0.0001563078,0.0001346789,0.08843547,0.09538724,0.0007374141,0.589739,0.06183203,0.1496222],"study_design_scores_gemma":[0.0006586909,0.001507056,0.1885247,0.004118701,0.0007233104,0.002779337,0.008620842,0.1342673,0.000171928,0.2376271,0.4184814,0.002519564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3398864,0.08577996,0.0715211,0.2657084,0.06081712,0.002514077,0.0002413956,0.003549333,0.1699823],"genre_scores_gemma":[0.879531,0.02244832,0.02073186,0.0006551813,0.02070601,0.0003453098,0.00005900216,0.0001218543,0.05540145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5396447,"threshold_uncertainty_score":0.9998097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376851461972049,"score_gpt":0.3446961403643556,"score_spread":0.2070109941671507,"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."}}