{"id":"W4413537976","doi":"10.64628/aam.xskdcr565","title":"Young Canadians prefer in-person and hybrid work, according to a new report","year":2024,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Psychology; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00148707,0.0002887708,0.0003056617,0.001689369,0.008550582,0.003073425,0.0005440395,0.000976596,0.0120987],"category_scores_gemma":[0.003193961,0.0002161925,0.0005716011,0.003618748,0.001057026,0.000794256,0.0007444953,0.001548702,0.0008095981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007516434,"about_ca_system_score_gemma":0.01943421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9655608,"about_ca_topic_score_gemma":0.9897555,"domain_scores_codex":[0.998651,0.0001037997,0.0000461192,0.00009227012,0.0005403883,0.0005665133],"domain_scores_gemma":[0.9944558,0.0005016572,0.0003995288,0.000104979,0.00315395,0.001384159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002432491,0.0002921816,0.8568508,0.0002545087,0.00007987777,0.0006375555,0.04171047,0.00007379002,0.00102041,0.00263696,0.04104489,0.05515536],"study_design_scores_gemma":[0.00002440029,0.0001014636,0.7885022,0.0002435358,0.00007928113,0.0002272416,0.1498017,0.00009353465,0.0003607828,0.0001935798,0.06030861,0.00006372884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9022271,0.001003804,0.0003421012,0.009385421,0.0004560821,0.0001215724,0.001935738,0.00002935931,0.08449868],"genre_scores_gemma":[0.9534723,0.002137812,0.0005448717,0.005302597,0.0001070673,0.00005259159,0.0008392475,0.00002940114,0.03751417],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03443921,"threshold_uncertainty_score":0.06928402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07796352920295814,"score_gpt":0.3952737424597957,"score_spread":0.3173102132568376,"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."}}