{"id":"W2887202102","doi":"10.4000/dms.2321","title":"Brève présentation des intervenants au débat et de leur contribution","year":2018,"lang":"fr","type":"article","venue":"Distances et médiations des savoirs","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001274536,0.0002428056,0.0002841064,0.00008011307,0.002285692,0.0002638581,0.0002456929,0.0001861188,0.0003604361],"category_scores_gemma":[0.001348243,0.000258216,0.0001957107,0.0008102856,0.004990441,0.001043727,0.00005984729,0.0001965025,0.0002131868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091847,"about_ca_system_score_gemma":0.000642519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02230681,"about_ca_topic_score_gemma":0.2764186,"domain_scores_codex":[0.9971178,0.0009690742,0.0004243141,0.0003403966,0.0003921749,0.0007562712],"domain_scores_gemma":[0.9983152,0.0004803551,0.0002772721,0.0001500114,0.0005847379,0.0001924278],"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":[0.00003085106,0.0002754289,0.06261992,0.00007612349,0.0001372243,0.000004420962,0.2485582,0.00005387446,0.00003737754,0.6573308,0.01354938,0.01732642],"study_design_scores_gemma":[0.001121157,0.0004293961,0.2963789,0.0007058418,0.000233924,0.000003443497,0.05131573,0.0005044065,0.000241724,0.1990521,0.4492586,0.0007547522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7474282,0.02910452,0.03656057,0.008267891,0.006879855,0.0006718316,0.000534717,0.0002090386,0.1703433],"genre_scores_gemma":[0.9792502,0.00533665,0.000991132,0.0006234056,0.001349146,0.00006469141,0.00008594827,0.00002167442,0.01227718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4582787,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06508193475677984,"score_gpt":0.3566522988960595,"score_spread":0.2915703641392796,"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."}}