{"id":"W4387489890","doi":"10.29173/cjs29735","title":"Precarious Employment in Canada","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Labour economics; Current Population Survey; Employment contract; Work (physics); Wage; Demographic economics; Precarious work; Low wage; Part-time employment; Economics; Population; Sociology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000860582,0.0002138657,0.0004380575,0.003673353,0.007830223,0.002231238,0.00160839,0.0005961401,0.005871211],"category_scores_gemma":[0.003596294,0.0002987201,0.000460192,0.005616688,0.001912361,0.0005531932,0.001635726,0.001702288,0.0002976927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05116597,"about_ca_system_score_gemma":0.1218886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962816,"about_ca_topic_score_gemma":0.9985338,"domain_scores_codex":[0.9982431,0.00006881707,0.00007636158,0.0001559071,0.0005806698,0.0008751024],"domain_scores_gemma":[0.9942209,0.0002922289,0.0006422107,0.0001400555,0.001988367,0.002716245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003355929,0.0001310506,0.7525302,0.0008873828,0.0001524126,0.002678213,0.03559577,0.0005213093,0.0007446777,0.03064934,0.04396989,0.1318042],"study_design_scores_gemma":[0.00001634541,0.00003249739,0.9478027,0.0005245697,0.00002945205,0.0003432505,0.01352326,0.0002994798,0.0001321868,0.00119961,0.03605016,0.00004658811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991101,0.01912683,0.0002335336,0.01526231,0.0003662846,0.0001445112,0.007977627,0.00004950118,0.05772945],"genre_scores_gemma":[0.9858084,0.006653168,0.0001809912,0.0009599951,0.00003287421,0.00001834215,0.001139542,0.00001424287,0.00519241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05116597,"threshold_uncertainty_score":0.3712368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687677576886673,"score_gpt":0.3573151851664902,"score_spread":0.3004384093976235,"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."}}