{"id":"W2290727734","doi":"10.2139/ssrn.2273251","title":"Putting the Train of Environmental Protection on Tracks: Nova Scotia's Experiment in Using Law to Strengthen Environmental Law","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Law; Environmental law; Political science; Engineering; Geography; Archaeology","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":[0.005387919,0.0003435798,0.0005145498,0.0004679312,0.01470893,0.004534443,0.001578466,0.004192211,0.006413021],"category_scores_gemma":[0.01901732,0.0004882019,0.0003837027,0.0008748407,0.005034697,0.001649615,0.003219421,0.004535718,0.0006695648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01783451,"about_ca_system_score_gemma":0.03117507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9048589,"about_ca_topic_score_gemma":0.971496,"domain_scores_codex":[0.9963941,0.001490945,0.0001184179,0.000412448,0.0006676391,0.0009164053],"domain_scores_gemma":[0.983582,0.009295329,0.001087626,0.001400445,0.001940246,0.002694313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01709295,0.01559409,0.2740039,0.0007371997,0.0008634912,0.01152656,0.2129618,0.01019163,0.0171511,0.07791136,0.2360535,0.1259124],"study_design_scores_gemma":[0.005699011,0.006960693,0.45545,0.000478275,0.000477761,0.0004022654,0.2132766,0.005328427,0.006131614,0.01233082,0.2931043,0.0003602187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153091,0.0001059735,0.000270146,0.01240018,0.000179984,0.000321854,0.0002840495,0.00002446717,0.07110416],"genre_scores_gemma":[0.9685128,0.0001246801,0.0006513001,0.006683916,0.00002552738,0.0001920757,0.0001269302,0.00001977024,0.02366298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09514105,"threshold_uncertainty_score":0.1914027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211417667440575,"score_gpt":0.2738297278406412,"score_spread":0.2517155511662355,"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."}}