{"id":"W7130484547","doi":"","title":"The double stigma challenge : how blocklisted colleges from Montreal are surviving after fraud accusations in 2020","year":2023,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); False accusation; Blame; Context (archaeology)","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003777261,0.0003493438,0.0003531939,0.00137145,0.02578108,0.01174379,0.002532773,0.006580592,0.03270011],"category_scores_gemma":[0.01923959,0.0003029705,0.000442434,0.001902128,0.007415649,0.004355625,0.006663444,0.005643455,0.002953527],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04098596,"about_ca_system_score_gemma":0.09677804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9272262,"about_ca_topic_score_gemma":0.9692908,"domain_scores_codex":[0.993505,0.001335791,0.00006608632,0.0002742645,0.001415506,0.003403259],"domain_scores_gemma":[0.984396,0.001373793,0.001013829,0.0004414672,0.003847127,0.008927776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001413597,0.0002001553,0.06795986,0.00009582224,0.00004857614,0.002164452,0.06158688,0.0002827423,0.0005226787,0.05058514,0.7235445,0.09286792],"study_design_scores_gemma":[0.00005420817,0.00009667163,0.1164426,0.0005690581,0.00006391158,0.0004395158,0.2253389,0.0005623297,0.0006035665,0.007544521,0.6481092,0.0001755074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2227185,0.003014547,0.0006025117,0.4991748,0.002715791,0.0001256712,0.001049177,0.0001358318,0.2704633],"genre_scores_gemma":[0.752091,0.001374829,0.0003760379,0.0671005,0.0005203978,0.00007108976,0.0003477212,0.0001175267,0.1780009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9934194,"threshold_uncertainty_score":0.2973753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357296960954507,"score_gpt":0.2268582774759851,"score_spread":0.21328530786644,"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."}}