{"id":"W1976552075","doi":"10.4000/communication.2570","title":"Territoires, images et imaginaires de quartier","year":2011,"lang":"fr","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007217049,0.0001195448,0.0001486168,0.00003038646,0.0007619713,0.00006500672,0.000589293,0.000116933,0.000531657],"category_scores_gemma":[0.0001689673,0.0001340096,0.00008480893,0.0002028925,0.001630082,0.0004200649,0.0001696194,0.000240399,0.0002052623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782294,"about_ca_system_score_gemma":0.0001487326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.10815,"about_ca_topic_score_gemma":0.01437227,"domain_scores_codex":[0.9982746,0.0009159061,0.0001921507,0.0001345504,0.0001621997,0.0003205919],"domain_scores_gemma":[0.9990835,0.000142898,0.000114267,0.0004639582,0.0001042796,0.00009107889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005937838,0.000244718,0.005486029,0.00001843199,0.00004475649,0.000002065432,0.1579254,4.499926e-7,0.00002715194,0.3070567,0.4666367,0.06255165],"study_design_scores_gemma":[0.0001280888,0.0000346657,0.04427861,0.00008845385,0.0000397935,8.346443e-7,0.005829462,0.00003483495,0.0001024846,0.1141301,0.8351498,0.0001829336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005554697,0.3709279,0.000423509,0.04369049,0.0007452079,0.0001815427,0.00001330443,0.0001112161,0.5783522],"genre_scores_gemma":[0.8743374,0.06969539,0.008100632,0.0008978374,0.0002115369,0.00004495532,0.00001461691,0.00001914483,0.04667843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8687828,"threshold_uncertainty_score":0.8977889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07333485004684648,"score_gpt":0.3026027961208183,"score_spread":0.2292679460739718,"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."}}