{"id":"W4407902341","doi":"10.2139/ssrn.5129502","title":"Policy Forum: Are Carbon Contracts for Difference Well-Suited for Canada?","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Carbon fibers; Business; Environmental science; Computer science; Algorithm","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":[0.007296268,0.0004325777,0.001013359,0.001234017,0.007323329,0.01136182,0.002228576,0.01589495,0.06940013],"category_scores_gemma":[0.0355781,0.0003447843,0.0007513618,0.002609598,0.002969852,0.006012509,0.001647721,0.006480773,0.00333965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04206708,"about_ca_system_score_gemma":0.1167596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9137495,"about_ca_topic_score_gemma":0.8991232,"domain_scores_codex":[0.9935219,0.0006638697,0.0001819454,0.0006867117,0.003108311,0.001837332],"domain_scores_gemma":[0.9847569,0.003564359,0.000418721,0.0009451618,0.007700352,0.002614512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001683265,0.00004509442,0.002412405,0.00007506708,0.00002460041,0.00009166421,0.0003949984,0.0008181372,0.000208721,0.5002182,0.4733654,0.02217738],"study_design_scores_gemma":[0.0001777543,0.00004056069,0.009623486,0.0002647643,0.00006718221,0.00006154447,0.001352775,0.004066942,0.0007094242,0.1916088,0.7918598,0.0001669282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02474597,0.00543549,0.005316993,0.6511449,0.006709086,0.0001449615,0.009451688,0.000417283,0.2966336],"genre_scores_gemma":[0.550564,0.003372289,0.006786851,0.08057027,0.002698758,0.0001825548,0.002909743,0.0004900421,0.3524255],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08625048,"threshold_uncertainty_score":0.3052195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670172169218341,"score_gpt":0.2576199453772954,"score_spread":0.220918223685112,"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."}}