{"id":"W2592527762","doi":"10.4000/insitu.14585","title":"Patrimoines du sud","year":2017,"lang":"fr","type":"article","venue":"In Situ","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003934474,0.0001073789,0.0002063286,0.00002250781,0.001323875,0.000164955,0.0004135824,0.0001459458,0.0002560548],"category_scores_gemma":[0.000550164,0.0001122368,0.00008828448,0.00009179396,0.001265186,0.0002872058,0.000127634,0.0001284806,0.0004211634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050984,"about_ca_system_score_gemma":0.00007839354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07382841,"about_ca_topic_score_gemma":0.1524244,"domain_scores_codex":[0.9989913,0.00009761713,0.0001550099,0.0001774883,0.0002152708,0.0003633149],"domain_scores_gemma":[0.9994406,0.0001011144,0.0001164712,0.000211872,0.00005359458,0.0000763578],"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":[0.000008137637,0.00020568,0.3009952,0.00003635539,0.00004451955,0.0001536984,0.06354823,0.00000209841,0.00003971426,0.3997971,0.1292682,0.1059011],"study_design_scores_gemma":[0.0002329906,0.00001897068,0.149106,0.00005022437,0.00001143896,3.149401e-7,0.001984314,0.000005241678,0.00001849859,0.01796233,0.8304617,0.0001479735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2962275,0.03107166,0.000005081553,0.02717602,0.007211132,0.0001085021,0.000005764306,0.00002184145,0.6381725],"genre_scores_gemma":[0.941601,0.005986889,0.00005292093,0.0001689566,0.002594796,0.000006272426,5.162456e-7,0.000006684061,0.04958195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7011935,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05286343954523542,"score_gpt":0.2972667289497848,"score_spread":0.2444032894045494,"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."}}