{"id":"W2364908470","doi":"10.3406/bagf.2000.2171","title":"Marginalité sociale, Etat-Providence, action communautaire : l'exemple de Vancouver (Social marginality, the Welfare State, community action : the case of Vancouver)","year":2000,"lang":"fr","type":"article","venue":"Bulletin de l Association de géographes français","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workfare; Political science; Humanities; Downtown; Sociology; Welfare; Geography; Art; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01065919,0.0004631719,0.0006221799,0.00008547027,0.009769671,0.0003921842,0.001393038,0.0007556516,0.003734579],"category_scores_gemma":[0.001041367,0.0004034287,0.0007779418,0.00254046,0.002725577,0.0005177479,0.0001640806,0.001868886,0.00005800367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002429977,"about_ca_system_score_gemma":0.0008925447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7036244,"about_ca_topic_score_gemma":0.7926674,"domain_scores_codex":[0.9876345,0.008172779,0.0008951899,0.0004172953,0.00127801,0.001602239],"domain_scores_gemma":[0.9947516,0.002295349,0.001568151,0.0005436675,0.0005960672,0.0002451804],"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":[0.0001815894,0.0005937403,0.1227839,0.000191949,0.000376221,0.00004927309,0.1139956,0.0003926853,0.0000136628,0.005423443,0.5569835,0.1990144],"study_design_scores_gemma":[0.0005939606,0.00009824328,0.2448681,0.00008037162,0.0002823785,0.00001864759,0.08773021,0.0001254355,0.00002279167,0.01560628,0.6501645,0.0004091074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757266,0.002200519,0.000178524,0.1045779,0.001903369,0.0008833649,0.0002876993,0.0001491087,0.01409298],"genre_scores_gemma":[0.9711491,0.00230135,0.000170409,0.001772237,0.0008494858,0.0001278326,0.000008267739,0.00004457677,0.02357678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986053,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822371544792348,"score_gpt":0.2959465637247509,"score_spread":0.2677228482768274,"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."}}