{"id":"W4414706247","doi":"10.1080/02673037.2025.2562284","title":"Housing risk factors’ effects on home conceptualizations: exploring the additive impact of residential history","year":2025,"lang":"en","type":"article","venue":"Housing Studies","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Residential area; Residential property; Residential care; Consumption (sociology); Public housing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004466383,0.0001783005,0.0003520212,0.0001559513,0.001589,0.00003259917,0.0001638849,0.00003900004,0.00001221236],"category_scores_gemma":[0.001571692,0.0001220803,0.0001713551,0.0003674348,0.000853185,0.0002107215,0.0001153765,0.000141049,0.000003736861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009364609,"about_ca_system_score_gemma":0.000186805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002895925,"about_ca_topic_score_gemma":0.00151854,"domain_scores_codex":[0.9984918,0.0004395551,0.0002197856,0.0002163025,0.0003333488,0.000299269],"domain_scores_gemma":[0.9971051,0.002311675,0.0002071038,0.00015762,0.0001931172,0.00002544344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001450944,0.0001325299,0.3950624,0.00009855718,0.003204881,0.000009789062,0.4308368,0.0005044991,0.0001892633,0.01157081,0.1518301,0.006415324],"study_design_scores_gemma":[0.00148384,0.0004375454,0.6736882,0.001806744,0.001131639,1.059817e-7,0.2803794,0.00002162106,0.002267092,0.002742872,0.03526112,0.0007798182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825807,0.01090811,0.00006340785,0.0001701848,0.001708523,0.0002981779,0.00001545089,0.0001093771,0.00414611],"genre_scores_gemma":[0.9944225,0.004507984,0.00002106967,0.00005034449,0.0002313369,0.00003741329,0.000001886722,0.00001089001,0.0007165971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2786258,"threshold_uncertainty_score":0.9997108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08763143121075358,"score_gpt":0.3741132922159119,"score_spread":0.2864818610051583,"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."}}