{"id":"W4411959270","doi":"10.1002/pan3.70090","title":"Empirical research review on Solastalgia: Place, people and policy pathways for addressing environmental distress","year":2025,"lang":"en","type":"article","venue":"People and Nature","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Distress; Psychology; Empirical research; Environmental planning; Psychotherapist; Environmental science; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007168711,0.0001115688,0.0002258892,0.00008537458,0.0009432388,0.00009084601,0.0001538462,0.0002326244,0.00003978605],"category_scores_gemma":[0.0002954938,0.00009170159,0.00005683647,0.0003974992,0.0002183227,0.0001343182,0.00006423496,0.0004993253,0.000001548965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006789998,"about_ca_system_score_gemma":0.0001611414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003400106,"about_ca_topic_score_gemma":0.005695854,"domain_scores_codex":[0.998712,0.0001346379,0.0001480765,0.000361072,0.0002984567,0.000345772],"domain_scores_gemma":[0.999225,0.0004438211,0.00003350804,0.0001492074,0.00002921406,0.0001192649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003395113,0.0005386963,0.8381633,0.003550144,0.00006340623,0.000008181421,0.01542941,4.065755e-7,0.0002501417,0.01043416,0.07221799,0.05900464],"study_design_scores_gemma":[0.00069353,0.00009377967,0.8828561,0.001019558,0.00005674272,4.643457e-7,0.002530726,0.00002528375,0.0001183175,0.005257132,0.1070961,0.0002522755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437667,0.0375607,0.00001632689,0.01292149,0.0001286998,0.0007202481,0.00025643,0.00003281742,0.004596573],"genre_scores_gemma":[0.9902216,0.007596881,0.00003434862,0.0007926133,0.0001913365,0.0000435124,0.00006506545,0.000006855556,0.001047815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05875236,"threshold_uncertainty_score":0.7254726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05728848287651211,"score_gpt":0.4102314789773828,"score_spread":0.3529429961008707,"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."}}