{"id":"W4378071919","doi":"10.24052/bmr/v14nu01/art-16","title":"Accessibility of international housing authorities for engaging in housing research","year":2023,"lang":"en","type":"article","venue":"The Business & Management Review","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Conversation; Business; Public relations; Political science; Sociology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009061612,0.00007903772,0.0001958398,0.0002234772,0.0004469395,0.00007620815,0.0006136523,0.00002620603,0.0000575691],"category_scores_gemma":[0.0004314791,0.00005706156,0.00004771882,0.001676683,0.0002168714,0.0002232604,0.0003025149,0.0001076801,0.00001396091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206851,"about_ca_system_score_gemma":0.00006166376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003992602,"about_ca_topic_score_gemma":0.0005030571,"domain_scores_codex":[0.9982544,0.0003593137,0.0003128821,0.0002046463,0.000559427,0.0003093302],"domain_scores_gemma":[0.9991305,0.0003108945,0.00009140047,0.0001884467,0.0002583997,0.00002035073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002747266,0.00009973567,0.004868946,0.01211846,0.00008779256,0.00001312763,0.007541456,0.00003322202,0.00001475692,0.09186907,0.01575729,0.8675687],"study_design_scores_gemma":[0.0004353338,0.000006168605,0.2038809,0.01404305,0.00005889296,1.678085e-7,0.01806581,0.0001298294,0.00001397806,0.01836211,0.7447173,0.0002864557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2264918,0.2091192,0.001184933,0.3461882,0.005675516,0.01367428,0.00002396518,0.0008586022,0.1967836],"genre_scores_gemma":[0.5954514,0.4006138,0.0004648713,0.0001824994,0.0001885096,0.0001731584,0.00001388043,0.00001516691,0.002896718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8672822,"threshold_uncertainty_score":0.3437543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2764325694061266,"score_gpt":0.4774305904211223,"score_spread":0.2009980210149956,"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."}}