{"id":"W7022379243","doi":"","title":"","year":2022,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Injustice; Sustainability; Typology; Urban planning; Environmental justice; Human geography; Social sustainability; Urban sustainability","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":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004208235,0.0007876884,0.001431432,0.0004612955,0.0004719421,0.001376897,0.006247912,0.00007931994,0.3095124],"category_scores_gemma":[0.00004233042,0.0008591721,0.0002781931,0.0004213494,0.0002097571,0.001491,0.005264643,0.000611709,0.0001341259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798323,"about_ca_system_score_gemma":0.0004318558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006697355,"about_ca_topic_score_gemma":0.0005110471,"domain_scores_codex":[0.9961665,0.0002961683,0.001003844,0.001196588,0.0007462555,0.000590675],"domain_scores_gemma":[0.9960169,0.0003149928,0.001965522,0.001311191,0.0001428651,0.0002485428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008905723,0.0003187851,0.002304981,0.00008005146,0.0005440596,0.000005944615,0.00003996028,0.00006915352,0.00008653528,0.7820338,0.003900408,0.2105273],"study_design_scores_gemma":[0.001335416,0.00007248902,0.0008149889,0.0001471108,0.0001480181,6.493089e-7,0.0001462615,0.0006851998,0.00009419039,0.1485477,0.8469152,0.00109273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002776771,0.00004493507,0.06066138,0.00005728172,0.0008157621,0.002400305,0.0002474924,0.0001274386,0.9353677],"genre_scores_gemma":[0.06411732,0.00005375957,0.008325256,0.0002990042,0.0005640576,0.001940081,0.007218864,0.001971364,0.9155103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8430148,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04758450608293359,"score_gpt":0.3998519549647291,"score_spread":0.3522674488817955,"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."}}