{"id":"W4406747021","doi":"10.18280/ijsdp.200113","title":"An In-depth Analysis of Factors Impacting Housing Satisfaction: A Systematic Review and Post-Occupancy Evaluation","year":2025,"lang":"en","type":"review","venue":"International Journal of Sustainable Development and Planning","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Mosul","keywords":"Occupancy; Post-occupancy evaluation; Environmental science; Engineering; Architectural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003480147,0.0001954323,0.001564179,0.001705364,0.0002008533,0.0001345544,0.0001984192,0.00009496771,0.00001373002],"category_scores_gemma":[0.001516587,0.0001542368,0.0001510278,0.0008198706,0.00003821351,0.0005323794,0.00005747509,0.0001968418,8.337691e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081645,"about_ca_system_score_gemma":0.001260468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002574227,"about_ca_topic_score_gemma":0.0001533016,"domain_scores_codex":[0.9974319,0.0004106903,0.001106204,0.0001551974,0.0007008376,0.0001951364],"domain_scores_gemma":[0.9965815,0.0006293863,0.001481496,0.0000564397,0.001187736,0.00006342661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004421915,0.00008340306,0.1176797,0.6740592,0.01509155,0.0003268558,0.07693544,0.00006013038,4.095742e-7,0.0006517657,0.0001109129,0.1149564],"study_design_scores_gemma":[0.0004900973,0.00006017215,0.02923608,0.7082219,0.03209288,0.00001758817,0.2214447,0.00002828827,7.359666e-7,0.0000608967,0.007735926,0.0006107372],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01962672,0.9793079,0.0000326687,0.00003453392,0.0001422975,0.0005897857,0.000005046452,0.000005078873,0.00025596],"genre_scores_gemma":[0.03080539,0.9688092,0.0001499256,0.00001985943,0.00003813929,0.00001521747,0.00003598943,0.000006072393,0.0001202312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1445092,"threshold_uncertainty_score":0.6289594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05536885485309728,"score_gpt":0.4248843890098709,"score_spread":0.3695155341567736,"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."}}