{"id":"W7081566359","doi":"10.5061/dryad.d2547d8c4","title":"Canada's common law species at risk legislation scoring rubric and provincial conservation plans for listed species at risk","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Legislation; Rubric; Statutory law; Common law; Government (linguistics); Risk assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013026,0.001327842,0.0009099919,0.007499708,0.00223349,0.002256056,0.002386642,0.001064321,0.01289314],"category_scores_gemma":[0.008941132,0.0004696836,0.0008250394,0.01707774,0.0006604065,0.0007096725,0.001380786,0.001519901,0.01030469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01478731,"about_ca_system_score_gemma":0.02609934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9488843,"about_ca_topic_score_gemma":0.9790778,"domain_scores_codex":[0.998468,0.0001072702,0.000125196,0.000293377,0.0006639552,0.0003422397],"domain_scores_gemma":[0.9932817,0.0007676758,0.0004869659,0.0005793486,0.004320364,0.0005638093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006140223,0.0000276363,0.01626313,0.0004729455,0.00004478462,0.00005906065,0.000111161,0.0005721907,0.0001058588,0.001079809,0.9753229,0.005879083],"study_design_scores_gemma":[0.000143561,0.00001379838,0.1140282,0.0005423746,0.00005333528,0.0001218449,0.0006077072,0.002083037,0.0005776274,0.001037681,0.880715,0.00007586113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001167093,0.00009323368,0.00009292681,0.00008953174,0.00001367432,0.00001752464,0.9965135,0.0001636159,0.001848919],"genre_scores_gemma":[0.002114028,0.00007224746,0.0004780681,0.00003915011,0.000003197688,0.00003930249,0.996345,0.00002269968,0.0008863149],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05111569,"threshold_uncertainty_score":0.1072899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168425393594213,"score_gpt":0.2488237066757575,"score_spread":0.2171394527398154,"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."}}