{"id":"W6950514365","doi":"10.5683/sp3/mxsirn","title":"Replication Data and Code for: Is job insecurity on the rise? Evidence from Canadian perception data","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Replicate; Replication (statistics); Job insecurity; Perception; Code (set theory); Data file","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005809416,0.002731185,0.002109319,0.007018771,0.004460124,0.005137576,0.005782472,0.002230952,0.2350134],"category_scores_gemma":[0.0554996,0.00194366,0.003514553,0.01465847,0.001392388,0.002024757,0.003054676,0.003756277,0.07691771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313286,"about_ca_system_score_gemma":0.04443852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9013632,"about_ca_topic_score_gemma":0.9342028,"domain_scores_codex":[0.9954566,0.0007023941,0.0004533931,0.0009719892,0.00140745,0.001008204],"domain_scores_gemma":[0.9700857,0.006115864,0.001410489,0.005991664,0.01443213,0.001964049],"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":[0.00006155087,0.00001131755,0.001198775,0.0003644225,0.00005404716,0.00001348971,0.0000655428,0.0001902961,0.00002814501,0.0005870231,0.9961713,0.001254107],"study_design_scores_gemma":[0.001083841,0.00002745907,0.02240683,0.0009250479,0.0002415849,0.00007023945,0.0004485164,0.0005584688,0.0003264936,0.00249462,0.9712563,0.0001606589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009734345,0.00003307431,0.0001138422,0.0001136701,0.00004310138,0.00006055731,0.998491,0.0002345549,0.0008128104],"genre_scores_gemma":[0.00147196,0.00005971199,0.0009350218,0.000130576,0.00001887547,0.0007468791,0.9930843,0.0003496543,0.003203],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2350134,"threshold_uncertainty_score":0.7861983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699422999918073,"score_gpt":0.3670432813637601,"score_spread":0.1971009813719527,"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."}}