{"id":"W116281993","doi":"","title":"Personal property security law reform in England and Canada","year":2002,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Legal principles and applications","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Property (philosophy); Personal property; Law; Security interest; Political science; Business; Law and economics; Sociology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007094586,0.00004113121,0.00007442704,0.00003245408,0.0006449994,0.00002049208,0.0002543824,0.00003524746,0.0001601891],"category_scores_gemma":[0.00002729708,0.00002910793,0.000017239,0.0001583096,0.0006424426,0.0001629167,0.0001381016,0.0002307925,0.00001091669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939836,"about_ca_system_score_gemma":0.000133968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7143536,"about_ca_topic_score_gemma":0.839455,"domain_scores_codex":[0.9989701,0.0001802563,0.00005647148,0.0001351237,0.0004164487,0.0002416313],"domain_scores_gemma":[0.9995977,0.00008431658,0.00001976646,0.0001202476,0.00008303134,0.00009492067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003094152,0.0001146083,0.01074428,0.00005355888,0.00001626667,0.00003284303,0.9443977,0.000001443521,0.00005249745,0.03826022,0.002523651,0.003771946],"study_design_scores_gemma":[0.0002881159,0.00001849282,0.007178893,0.00001909844,0.00000220711,6.314769e-7,0.1164134,0.0002357131,0.00001586963,0.0004182039,0.8753499,0.0000593747],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601691,0.00006775008,0.000001464072,0.01503897,0.00001032689,0.0002099417,0.000006163251,0.000007016571,0.02448923],"genre_scores_gemma":[0.9990703,0.0003363827,0.00001620707,0.00004278642,0.00003539378,0.00000107996,8.670505e-7,0.000002523058,0.0004944378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8728263,"threshold_uncertainty_score":0.4960879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08610741597746681,"score_gpt":0.283756788931637,"score_spread":0.1976493729541702,"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."}}