{"id":"W4416527739","doi":"10.1017/9781009322737.002","title":"Guiding Principles","year":2025,"lang":"","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007771592,0.001057035,0.0008120968,0.002213808,0.005073423,0.01191963,0.002855624,0.006643721,0.05363037],"category_scores_gemma":[0.01226512,0.0008358796,0.0007363282,0.001456691,0.01091424,0.006172199,0.00393201,0.007216952,0.02809754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006590858,"about_ca_system_score_gemma":0.009377849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009228905,"about_ca_topic_score_gemma":0.0111753,"domain_scores_codex":[0.9918388,0.003021082,0.0003293682,0.0008790559,0.003142565,0.0007890722],"domain_scores_gemma":[0.9963096,0.00120188,0.0001384284,0.0006832026,0.001407476,0.0002593592],"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":[0.000001419293,0.000007939849,0.0000119226,0.0000155509,8.433635e-7,0.000006165812,0.0002630388,0.00004096412,0.00001627685,0.9680876,0.02732926,0.004219021],"study_design_scores_gemma":[0.000007005075,0.000004412504,0.00003976738,0.000112519,0.000002485011,0.00002801129,0.0002687127,0.0001365208,0.0001066659,0.5964624,0.4028251,0.000006354969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005228565,0.0007500124,0.0216425,0.010881,0.0005929823,0.0001686121,0.0001832155,0.0001499207,0.9651089],"genre_scores_gemma":[0.06427564,0.00181286,0.03634655,0.01279099,0.0008735965,0.001229789,0.0005296163,0.0005494814,0.8815914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9463696,"threshold_uncertainty_score":0.1794115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07003704338495115,"score_gpt":0.2577120601221531,"score_spread":0.1876750167372019,"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."}}