{"id":"W4414624276","doi":"10.1163/9789004322714_cclc_2022-0022-0093","title":"Op-Ed: With the planet in peril, Canada must get serious about protecting nature","year":2025,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Planet; Government (linguistics); Climate change; Agency (philosophy)","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":[0.0002684826,0.0002089364,0.000191467,0.00005656666,0.0008396902,0.00007690349,0.0001573444,0.000298002,0.0004169549],"category_scores_gemma":[0.00003727178,0.0001647145,0.0000109163,0.0004483779,0.0001037724,0.0001246676,0.0001155378,0.0006768855,0.000003226486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000694601,"about_ca_system_score_gemma":0.0001558791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7544956,"about_ca_topic_score_gemma":0.9944268,"domain_scores_codex":[0.9988489,0.0001248839,0.0001740422,0.0003893045,0.0001743855,0.0002884745],"domain_scores_gemma":[0.9994103,0.000112675,0.0001688757,0.0002518398,0.00001339515,0.00004287034],"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":[0.00003587923,0.00002356575,0.005188729,0.0001078912,0.000008455355,0.000007990287,0.0002339556,0.00001891348,0.000001985507,0.000004273939,0.9942081,0.0001602488],"study_design_scores_gemma":[0.0002083797,0.00005955199,0.06383319,0.0000817167,0.0000299679,0.00003061665,0.0005125537,0.00008798738,0.000002473843,0.000004149234,0.9349658,0.0001835728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1603279,0.00081168,5.871034e-7,0.01122875,0.002663102,0.005077241,0.8175372,0.00006535045,0.002288073],"genre_scores_gemma":[0.02128362,0.00168882,0.00002883458,0.009042827,0.0005940974,0.00199942,0.9645766,0.00002586861,0.0007599431],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2399312,"threshold_uncertainty_score":0.6716861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00978268350542124,"score_gpt":0.2258280559459016,"score_spread":0.2160453724404804,"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."}}