{"id":"W6998481330","doi":"","title":"All Change for Residential Tenancies in Wales","year":2022,"lang":"en","type":"article","venue":"Northumbria Research Link (Northumbria University)","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renting; Leasehold estate; Redevelopment; Key (lock); Rental housing; Quarter (Canadian coin); Real property; Residential property","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003173708,0.0001530146,0.0002408342,0.000867255,0.003269615,0.0001374452,0.001366625,0.000112088,0.0004005486],"category_scores_gemma":[0.000302564,0.0001842213,0.0001807011,0.001991423,0.0005445884,0.0004558956,0.0007329918,0.000729129,0.00004384455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303933,"about_ca_system_score_gemma":0.0009755348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04241955,"about_ca_topic_score_gemma":0.152254,"domain_scores_codex":[0.9959969,0.0009843196,0.0002576355,0.0005894076,0.001089265,0.001082475],"domain_scores_gemma":[0.998223,0.0005826298,0.0001062224,0.0004561974,0.0003640644,0.0002678891],"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":[0.0005246061,0.000400398,0.0480177,0.00004877006,0.00007321374,0.0001713532,0.02112534,0.00008823543,0.0002427415,0.9122522,0.006274068,0.0107814],"study_design_scores_gemma":[0.0009199351,0.00009520306,0.01282592,0.00001108709,0.00001476328,0.000001163269,0.01025586,0.0001214063,0.00001351854,0.004238381,0.9712729,0.0002298601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771355,0.0003130132,0.0001691564,0.03340296,0.000561487,0.004572525,0.0005041,0.0002839398,0.08305731],"genre_scores_gemma":[0.9708396,0.0002936609,0.0001949138,0.0001674224,0.0008218563,0.0001954447,0.00008529069,0.0000315736,0.02737022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9649988,"threshold_uncertainty_score":0.998028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422399131184307,"score_gpt":0.4035100150585892,"score_spread":0.1612701019401585,"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."}}