{"id":"W7007820246","doi":"","title":"Alberta's Next Resource Boom, Supporting Mental Health in the Workplace, and 'wants' vs 'needs' and consumer behaviour","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Resource (disambiguation); Process (computing); Consumer behaviour; Energy (signal processing); Consumption (sociology); Forcing (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001107039,0.000268479,0.0002244594,0.0006330751,0.009696692,0.007407651,0.0009664141,0.003359516,0.0714418],"category_scores_gemma":[0.002355898,0.000221026,0.0002022997,0.001220266,0.004611246,0.002828955,0.002560403,0.002327796,0.00595614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0151913,"about_ca_system_score_gemma":0.03260863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8414764,"about_ca_topic_score_gemma":0.9518475,"domain_scores_codex":[0.9988683,0.0001763597,0.00001378771,0.00004215203,0.0004452573,0.0004540853],"domain_scores_gemma":[0.9978199,0.000316845,0.00004974178,0.00005970734,0.000294067,0.001459731],"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":[0.00001845688,0.0000343473,0.001584666,0.00006322999,0.000002822023,0.000116988,0.00390747,0.00002959008,0.0001419909,0.01235377,0.9276991,0.05404754],"study_design_scores_gemma":[0.000008809671,0.00001511975,0.007368911,0.0002150574,0.000006539036,0.00006990268,0.02081822,0.00003694473,0.00009176641,0.004195809,0.9671516,0.00002137626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01157301,0.00805973,0.0002417625,0.3909826,0.002342302,0.00002670587,0.0004342325,0.0001875116,0.5861522],"genre_scores_gemma":[0.1334655,0.009465145,0.001127822,0.05759397,0.0006510763,0.00004829304,0.0003915042,0.0002326475,0.797024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1585236,"threshold_uncertainty_score":0.3189142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007718318218345555,"score_gpt":0.2163451123371835,"score_spread":0.2086267941188379,"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."}}