{"id":"W2198745626","doi":"10.58079/qs4p","title":"Séminaire : \"4e forum VRM sur les méthodologies innovantes en études urbaines : Nouvelles approches à l'étude des représentations de la ville et de ses territoires 3 et 4 mai 2012, INRS, Montréal","year":2012,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02660776,0.0008319443,0.0007491105,0.004017259,0.003822967,0.009324762,0.003165314,0.003935572,0.04939669],"category_scores_gemma":[0.03208754,0.0006449042,0.001070175,0.00361285,0.003881787,0.005350356,0.006383095,0.003461834,0.008233819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01299954,"about_ca_system_score_gemma":0.01126118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1490738,"about_ca_topic_score_gemma":0.1739042,"domain_scores_codex":[0.9846149,0.009549783,0.0004019456,0.001232646,0.003307622,0.0008931085],"domain_scores_gemma":[0.9760594,0.01039256,0.00074691,0.00279786,0.008131938,0.001871265],"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":[0.0002277436,0.0001477694,0.002171235,0.0008989132,0.00004800322,0.0004089199,0.0178872,0.002325603,0.003244764,0.08464452,0.6435555,0.2444398],"study_design_scores_gemma":[0.00002458909,0.00004829559,0.003399906,0.0006275734,0.00001098324,0.0001041582,0.003182109,0.0008487121,0.001153386,0.009475367,0.9810785,0.00004634339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02677552,0.03223589,0.3477146,0.2057804,0.02325498,0.002138592,0.01191756,0.006164602,0.3440179],"genre_scores_gemma":[0.1789779,0.01454762,0.1898654,0.01295272,0.007108313,0.002650151,0.01093406,0.004332939,0.5786309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.996177,"threshold_uncertainty_score":0.2964122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661983365812199,"score_gpt":0.3161395817057276,"score_spread":0.2695197480476056,"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."}}