{"id":"W7005989967","doi":"","title":"Social Policy Trends: Measuring the Affordability of Shelter","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Social policy; Public policy; Metric (unit); Government (linguistics); Social security; Key (lock)","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":[0.004391236,0.0002374448,0.0002195586,0.003064876,0.0004893373,0.00154358,0.0007159789,0.0008185999,0.00329721],"category_scores_gemma":[0.01986744,0.0001509171,0.0002819408,0.007649167,0.0008900749,0.002843465,0.001278755,0.001400732,0.0006122773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724378,"about_ca_system_score_gemma":0.002251797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03713451,"about_ca_topic_score_gemma":0.05475625,"domain_scores_codex":[0.9959784,0.001441733,0.0003356506,0.0003605223,0.001555762,0.0003280535],"domain_scores_gemma":[0.9796158,0.005212344,0.008130657,0.0006415476,0.004940321,0.001459301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062569,0.0001636825,0.8875915,0.0004544591,0.0002329377,0.00003443041,0.001548705,0.00113579,0.00058247,0.01168778,0.02139932,0.07506264],"study_design_scores_gemma":[0.000005588849,0.000200711,0.9667315,0.0001978948,0.00004540045,0.00005877765,0.003713851,0.001187183,0.0003420682,0.002815183,0.02468106,0.00002065479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124426,0.006533895,0.005546752,0.06890044,0.0006789363,0.0001627472,0.02578919,0.0001003479,0.07984503],"genre_scores_gemma":[0.9863436,0.002944129,0.002724561,0.001402874,0.0002480038,0.0001230865,0.004876146,0.0000188467,0.001318791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03713451,"threshold_uncertainty_score":0.07383668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.28491579266571,"score_gpt":0.5145047297650637,"score_spread":0.2295889370993536,"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."}}