{"id":"W4414626708","doi":"10.1163/9789004322714_cclc_2022-0049-0178","title":"Canadian energy's changing landscape","year":2025,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0001083681,0.0003340578,0.0003534105,0.0007305624,0.0009160179,0.0001436128,0.0001623998,0.0006162278,0.0004271774],"category_scores_gemma":[0.00001373819,0.0003548875,0.00008946182,0.0008020854,0.00004053361,0.0001163317,0.0001168203,0.0002300775,0.0000165174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325547,"about_ca_system_score_gemma":0.0001086148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9127043,"about_ca_topic_score_gemma":0.984185,"domain_scores_codex":[0.998476,0.00007353524,0.0002059312,0.0003971819,0.0001232298,0.0007241652],"domain_scores_gemma":[0.9992425,0.00003526393,0.00008879661,0.00031971,0.00005729478,0.000256374],"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":[0.00001150307,0.00001394706,8.103432e-7,0.0001371679,0.0000339054,0.00002374249,0.0000943869,0.000003495117,3.31241e-7,0.1952524,0.8037377,0.0006906004],"study_design_scores_gemma":[0.0002603767,0.00005491503,0.000003597698,0.0001864849,0.00009777646,0.00002248539,0.00006845538,0.00006092696,0.00001118536,0.0004429076,0.9984542,0.0003366761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001944823,0.001924255,1.695534e-7,0.0006422311,0.001430077,0.0001183629,0.8653347,0.00007095722,0.1304598],"genre_scores_gemma":[0.0006928791,0.01313185,0.000002783444,0.005591446,0.00151127,0.000183038,0.9758234,0.00001592198,0.003047436],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1948095,"threshold_uncertainty_score":0.9998903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836394412171191,"score_gpt":0.2409532617844164,"score_spread":0.2225893176627045,"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."}}