{"id":"W6894280184","doi":"10.5683/sp3/ixrpq9","title":"Households and the Environment Survey, 2015 [Canada]","year":2015,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Sustainability; Context (archaeology); Greenhouse gas; Environmental quality; Air quality index; Survey data collection; Environmental impact assessment; Climate change; Quality (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003195414,0.0005029943,0.0006441476,0.00005717397,0.0001232665,0.0001069637,0.0008866336,0.0002790007,0.00009451847],"category_scores_gemma":[0.0004014835,0.0003307647,0.00005699732,0.00009864327,0.0006136534,0.00005721322,0.0004926746,0.0004581286,0.0001775318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800386,"about_ca_system_score_gemma":0.000931487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981948,"about_ca_topic_score_gemma":0.9981754,"domain_scores_codex":[0.9962772,0.001007727,0.0003899591,0.0005358935,0.001326663,0.0004625666],"domain_scores_gemma":[0.9968679,0.0003627067,0.0003574609,0.00201622,0.00005748072,0.0003382172],"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":[0.0001307965,0.00002869268,0.00006244143,0.00001539491,0.0001191642,0.00003933105,0.00001392142,0.000009182606,1.127492e-7,0.000006215375,0.9995347,0.00004010556],"study_design_scores_gemma":[0.001404621,0.00002193339,0.008425636,0.00001408777,0.0001908524,0.00001573044,0.00001413182,0.000004662663,8.291134e-7,0.00003800727,0.9894668,0.0004027012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001024432,0.00185193,3.969487e-7,0.0003295044,0.0001245068,0.0005152521,0.9968883,0.0000320431,0.0002478677],"genre_scores_gemma":[0.00002070797,0.0006837792,0.000006641311,0.0003698124,0.0001855719,0.00007285114,0.9983622,0.0001187889,0.0001796905],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01006783,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145787107140866,"score_gpt":0.2451593590407427,"score_spread":0.2137014879693341,"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."}}