{"id":"W2004954045","doi":"10.7202/1019051ar","title":"Justifying Fiduciary Duties","year":2013,"lang":"en","type":"article","venue":"McGill Law Journal","topic":"Legal principles and applications","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fiduciary; Duty of loyalty; Duty; Beneficiary; Corporation; Law; Law and economics; Business; Principal (computer security); Statute; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003191686,0.00005133565,0.00006634257,0.0000197618,0.006514066,0.0001936327,0.0002066068,0.00004359456,0.002169129],"category_scores_gemma":[0.00004020974,0.00004341835,0.00005563804,0.00008876966,0.0001288346,0.0004182733,0.00003502523,0.0001991157,0.0005421481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006697773,"about_ca_system_score_gemma":0.00001275892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009893162,"about_ca_topic_score_gemma":0.007428842,"domain_scores_codex":[0.999263,0.0000582774,0.0001426476,0.00007784651,0.0002168805,0.0002413212],"domain_scores_gemma":[0.9995458,0.00004566357,0.00006491933,0.00008216524,0.000104618,0.0001567915],"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":[5.119379e-7,0.00001602489,0.0000968064,0.000001581814,0.00000615255,0.00000195934,0.0004815065,0.000009438272,0.00004871461,0.9875404,0.002733672,0.009063212],"study_design_scores_gemma":[0.00006102832,0.000005722176,0.0005964458,0.000007818399,0.000005763854,0.000009597265,0.001844615,0.00001500955,0.00007666402,0.01433835,0.9829708,0.00006819863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01173224,0.00008406028,0.00006026592,0.009285775,0.0002861359,0.0001047061,0.000005205264,0.00004731862,0.9783943],"genre_scores_gemma":[0.9964283,0.00009033878,0.0008040474,0.0005183409,0.0005288097,0.00001018188,4.841164e-7,0.000006116414,0.001613389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.984696,"threshold_uncertainty_score":0.998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065438013225132,"score_gpt":0.3117595270626976,"score_spread":0.2711051469304463,"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."}}