{"id":"W1548798158","doi":"10.7202/1021002ar","title":"La longue marche des carrés rouges","year":2013,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002477487,0.0004699731,0.0005863483,0.0001882941,0.001111183,0.00034178,0.0005660647,0.001392158,0.0009845594],"category_scores_gemma":[0.0008529318,0.000478062,0.0007251695,0.001581021,0.007848653,0.0007828649,0.0001662618,0.001139694,0.0004201697],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004379617,"about_ca_system_score_gemma":0.0002668508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5272597,"about_ca_topic_score_gemma":0.07689782,"domain_scores_codex":[0.9933087,0.004054029,0.0004406386,0.0005334101,0.0005199378,0.001143341],"domain_scores_gemma":[0.9965389,0.002136539,0.0001786018,0.0002808206,0.0004627412,0.0004024348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004482875,0.0003925857,0.1137324,0.000304177,0.0006573006,0.00001442699,0.3954848,0.000001363506,0.00007373399,0.0996802,0.117267,0.2723875],"study_design_scores_gemma":[0.0002482613,0.0001408891,0.1951807,0.0003286667,0.0001603394,0.000003216815,0.02939175,0.00001231727,0.0000991715,0.4729666,0.3006631,0.0008050321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4052605,0.3058922,0.0002647498,0.01618852,0.001333793,0.0007426338,0.00002664668,0.0004876982,0.2698033],"genre_scores_gemma":[0.7854748,0.1556597,0.006249953,0.0005493804,0.001554383,0.0002418144,0.000008825851,0.00007406199,0.05018709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4503619,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025931156155117,"score_gpt":0.3551658906324605,"score_spread":0.1525727750169487,"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."}}