{"id":"W2292320652","doi":"","title":"Les instruments d’une politique de changement social : information juridique et communication dans les politiques d’égalité","year":2013,"lang":"fr","type":"preprint","venue":"SPIRE (Sciences Po)","topic":"Education, sociology, and vocational training","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"],"consensus_categories":["sts"],"category_scores_codex":[0.006919316,0.0004657245,0.0004351297,0.0002625145,0.004066268,0.0005130342,0.001600683,0.0008393597,0.0003515726],"category_scores_gemma":[0.0005735892,0.0004903353,0.0002341608,0.0006358378,0.005730157,0.001785183,0.0004468584,0.0008773138,0.00008824647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312723,"about_ca_system_score_gemma":0.00277445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2279603,"about_ca_topic_score_gemma":0.01093866,"domain_scores_codex":[0.9938042,0.002922976,0.0009385386,0.0005312833,0.0008183949,0.0009846773],"domain_scores_gemma":[0.9971247,0.0005818277,0.001049621,0.0003938475,0.0006102839,0.0002396638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001700336,0.00009465288,0.01682458,0.00008150064,0.00003491627,7.712416e-8,0.2572643,0.00002202994,0.00001845164,0.7132688,0.0006190983,0.01176994],"study_design_scores_gemma":[0.0002605559,0.0001368342,0.2955424,0.0003861897,0.00006553424,0.00000468799,0.4387836,0.0001800663,0.0001133981,0.1588492,0.1049409,0.0007366467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6606777,0.0002952818,0.0006676783,0.1332819,0.001213377,0.0007852326,0.0001110958,0.000148205,0.2028196],"genre_scores_gemma":[0.9842575,0.004039269,0.005851244,0.002215544,0.001686828,0.0005204704,0.0004566818,0.0000225967,0.0009498596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5544196,"threshold_uncertainty_score":0.9997548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2582402881285885,"score_gpt":0.4685955767217192,"score_spread":0.2103552885931307,"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."}}