{"id":"W4409963394","doi":"10.1177/0308518x251333709","title":"Exploiting the life course: Life course segmentation in the Brussels co-living sector","year":2025,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Course (navigation); Life course approach; Psychology; Engineering; Social psychology","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":[0.001242272,0.0002305707,0.0002465965,0.0009227453,0.007218014,0.004050768,0.0008156648,0.001215712,0.005347982],"category_scores_gemma":[0.002321039,0.0002735286,0.0001455704,0.0009761196,0.01038385,0.003676688,0.004049841,0.001458259,0.0003716194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006380438,"about_ca_system_score_gemma":0.001761124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03957653,"about_ca_topic_score_gemma":0.08688533,"domain_scores_codex":[0.9976193,0.001520655,0.00003771283,0.0002121334,0.0001777641,0.0004323309],"domain_scores_gemma":[0.998478,0.0009282562,0.0001828344,0.00007982263,0.00008383708,0.0002473168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000620573,0.00005827592,0.01037821,0.00008883196,0.00000491792,0.002727,0.9427723,0.0001300934,0.001845421,0.02624226,0.002050345,0.01364032],"study_design_scores_gemma":[0.000003136453,0.00002607632,0.01512684,0.000150775,0.000002451636,0.0007466174,0.9319112,0.0001799268,0.0003741266,0.00171878,0.04974024,0.00001982818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739866,0.000541476,0.001420397,0.00157309,0.00003409948,0.00001977379,0.00004567883,0.000008667926,0.02237008],"genre_scores_gemma":[0.995933,0.0001712988,0.0003846043,0.000151817,0.000006472292,0.00001537557,0.0000185543,0.00001456771,0.003304182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03957653,"threshold_uncertainty_score":0.07869232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331811022768539,"score_gpt":0.2284444212966991,"score_spread":0.2051263110690137,"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."}}