{"id":"W4414667238","doi":"10.1163/9789004322714_cclc_2022-0047-0173","title":"Canadian Environmental Groups Call For Ambitious Global And National Action To Save Nature Before Its Too Late","year":2025,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Action (physics); Government (linguistics); Work (physics); Agency (philosophy); Context (archaeology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001252299,0.0002879142,0.0002304768,0.00006865317,0.0009248393,0.0001072831,0.00009999359,0.0005306481,0.0002139402],"category_scores_gemma":[0.00001153287,0.0003041623,0.0000586104,0.0001747073,0.00009002382,0.0002784416,0.0001905167,0.000241994,0.00002356938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867148,"about_ca_system_score_gemma":0.00002481186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04909165,"about_ca_topic_score_gemma":0.5311317,"domain_scores_codex":[0.9985904,0.00003679947,0.0001793967,0.0004858061,0.0002844677,0.0004231201],"domain_scores_gemma":[0.9994783,0.0000200124,0.00008591537,0.0001049982,0.000005904712,0.0003048955],"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":[0.00005142576,0.00007954286,0.001144211,0.00009753742,0.00003856976,0.000006774618,0.0001803019,0.000003812363,0.00007533644,0.000110006,0.9969749,0.001237522],"study_design_scores_gemma":[0.0005201946,0.0003310486,0.025579,0.00005315091,0.00009595755,0.00001699199,0.0001007318,0.00007343553,0.00002382479,0.0004522994,0.9723865,0.0003668647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0387112,0.000130085,0.000001652133,0.001100823,0.0006443509,0.001337651,0.9567318,0.00001827094,0.001324152],"genre_scores_gemma":[0.0640135,0.002143166,0.00005480695,0.01030704,0.0005027829,0.0006475691,0.9203906,0.00002178897,0.001918722],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4820401,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904046385372274,"score_gpt":0.2900391472077802,"score_spread":0.2709986833540575,"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."}}