{"id":"W2430433834","doi":"10.7202/1035273ar","title":"Scènes : ouvertes et restreintes","year":2016,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Humanities; Philosophy; Art","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01273236,0.0003430143,0.0004894413,0.00005392243,0.0006903422,0.00005473941,0.0005368913,0.006057873,0.0006017506],"category_scores_gemma":[0.02676356,0.0002572208,0.0003345319,0.000399175,0.007646303,0.0002852108,0.00007644076,0.003005568,0.0003694834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006583944,"about_ca_system_score_gemma":0.001567798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298697,"about_ca_topic_score_gemma":0.001716507,"domain_scores_codex":[0.9801138,0.01778174,0.0003390383,0.0004802489,0.000236427,0.001048764],"domain_scores_gemma":[0.9836323,0.01544931,0.0001820214,0.0002444338,0.000192308,0.0002996604],"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":[0.00001290382,0.00007161745,0.002231071,0.0000298071,0.0001717879,0.00001864916,0.05985683,8.263415e-7,0.0003474152,0.7954338,0.05312224,0.08870304],"study_design_scores_gemma":[0.0003266706,0.0001732138,0.001642783,0.0002285146,0.00006323478,0.000002948741,0.02909153,0.000004398893,0.0004652968,0.5107703,0.4567573,0.00047384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0897221,0.1113515,0.00956724,0.1550721,0.003955095,0.0005660193,0.00009447661,0.0005255354,0.6291459],"genre_scores_gemma":[0.2999655,0.268627,0.00615331,0.004896795,0.001627323,0.0001065419,0.000004848578,0.00005477915,0.4185639],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4036351,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2550525402894752,"score_gpt":0.4000379960362027,"score_spread":0.1449854557467275,"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."}}