{"id":"W4410632699","doi":"10.22215/etd/2025-16400","title":"Need Job, Will Travel: Questioning the making and unmaking of intersectional precarity in the SAWP","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Precarity; Intersectionality; Sociology; Gender studies; Political science","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.006517742,0.0002352444,0.0003442736,0.001838165,0.02849961,0.01481474,0.001780085,0.001833386,0.003811154],"category_scores_gemma":[0.009546018,0.0003234177,0.0002235743,0.002310713,0.04461478,0.006562944,0.008871997,0.004162641,0.0002285533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03913362,"about_ca_system_score_gemma":0.05912043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7032845,"about_ca_topic_score_gemma":0.7917377,"domain_scores_codex":[0.9951174,0.001980674,0.00007674863,0.0004248225,0.0009922559,0.001408105],"domain_scores_gemma":[0.9953222,0.002062283,0.0006114188,0.0003252635,0.0009498864,0.000728957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003326005,0.00001763141,0.0100631,0.00004832616,0.00000545136,0.000316178,0.8096848,0.0000863883,0.0001706672,0.1644302,0.002109773,0.01303427],"study_design_scores_gemma":[0.000003500821,0.00000773042,0.00595622,0.0001401547,0.000006235445,0.00005335542,0.9456353,0.0000981655,0.0001368791,0.009948646,0.03800106,0.00001267943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7627777,0.001385821,0.002765312,0.03329239,0.000108963,0.00007099326,0.00007289588,0.00002173721,0.1995042],"genre_scores_gemma":[0.9939644,0.0003840942,0.0004764905,0.0005544146,0.00001147812,0.00001582388,0.00001300422,0.00001132283,0.004568986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7032845,"threshold_uncertainty_score":0.5969258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897209668311648,"score_gpt":0.3361111016152894,"score_spread":0.3171390049321729,"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."}}