{"id":"W7071086128","doi":"","title":"Safe ends with just means: Charting a course to a fossil fuel free economy for Canada and beyond","year":2022,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Fossil fuel; Climate change; Global warming; Scholarship; Climate policy; Debt; Climate change mitigation; Odds; Climate Finance; Public policy","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":[0.0003396412,0.0002517897,0.0003160851,0.0007347945,0.001226807,0.0002938835,0.002194216,0.000134437,0.00001186201],"category_scores_gemma":[0.0000532315,0.0002754862,0.0000668995,0.001251146,0.0001141154,0.0003331345,0.0006662354,0.0006461911,0.000001299917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000938035,"about_ca_system_score_gemma":0.003704589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3309006,"about_ca_topic_score_gemma":0.8944322,"domain_scores_codex":[0.9976205,0.00009323411,0.0002055316,0.0009508433,0.0004737554,0.0006561187],"domain_scores_gemma":[0.9978377,0.0002316828,0.0001678164,0.001219349,0.0002893149,0.000254105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001225666,0.0004151496,0.0173023,0.001386727,0.001105458,0.002488757,0.005442143,0.0001362369,0.002223457,0.8814395,0.04017564,0.04665897],"study_design_scores_gemma":[0.002306592,0.002174472,0.02582704,0.0001723031,0.0001647095,0.000102342,0.03140498,0.002458561,0.009717781,0.009862178,0.9141271,0.001681956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6521921,0.001445001,0.007802204,0.01078832,0.000807835,0.003864236,0.0001698225,0.0005754107,0.3223551],"genre_scores_gemma":[0.9703856,0.00005754763,0.00203437,0.00004395174,0.0001059386,0.0001784983,0.00004398634,0.00004019514,0.02710989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8739514,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857360343117528,"score_gpt":0.2586191970722952,"score_spread":0.24004559364112,"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."}}