{"id":"W156214791","doi":"","title":"Equitable Obligations Duties, Defences and Remedies","year":2007,"lang":"en","type":"book","venue":"QUT ePrints (Queensland University of Technology)","topic":"Legal principles and applications","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fiduciary; Duty; Context (archaeology); Political science; Law and economics; Law; Relation (database); Work (physics); Business; Sociology; Engineering; Geography; Computer science","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":[0.0003792257,0.000141924,0.0002810831,0.0003911134,0.0008373961,0.00001910718,0.000556078,0.0006264311,0.0002813728],"category_scores_gemma":[0.00007762583,0.0001639419,0.00006944822,0.0002697537,0.00210501,0.000107017,0.000415281,0.0003696862,0.00005775855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567721,"about_ca_system_score_gemma":0.0004633765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037645,"about_ca_topic_score_gemma":0.007941983,"domain_scores_codex":[0.9989491,0.00001887178,0.0001582897,0.0003224077,0.0002378103,0.0003135872],"domain_scores_gemma":[0.9991114,0.00008650705,0.0002249113,0.0003105047,0.0001802319,0.00008644663],"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":[0.000007465742,0.00002429078,0.003048116,0.0000354633,0.00006057436,0.00001065703,0.001123702,7.857889e-7,0.00001703824,0.9734117,0.01497496,0.007285179],"study_design_scores_gemma":[0.0001313659,0.00001836449,0.0007496675,0.00008326893,0.00005765643,9.324922e-7,0.003426842,0.000001801607,0.00003012806,0.1085882,0.8867512,0.0001605883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00789596,0.0006098624,0.0003695346,0.004767141,0.00009584877,0.0003356433,0.00007314592,0.0002343053,0.9856185],"genre_scores_gemma":[0.0719372,0.004257538,0.003900073,0.00003447899,0.0000974696,0.000001045686,0.00002936087,0.00001518038,0.9197276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8717762,"threshold_uncertainty_score":0.7755999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950702514765031,"score_gpt":0.2571724266970036,"score_spread":0.2376654015493533,"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."}}