{"id":"W4410758982","doi":"10.1017/s2047102525000044","title":"Transnational Legal Clinic Collaboration: A Force in Global Climate Litigation","year":2025,"lang":"en","type":"article","venue":"Transnational Environmental Law","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Pontificia Universidad Católica del Perú; McGill University; Boston College","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004316328,0.0001586992,0.0001562232,0.00006298159,0.0004863962,0.00007559224,0.00019965,0.000159769,0.001330933],"category_scores_gemma":[0.000006298197,0.0001905691,0.00009633011,0.0003355961,0.0006044391,0.0006407904,0.0000171285,0.0001340685,0.00004485992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008606394,"about_ca_system_score_gemma":0.0001567892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404095,"about_ca_topic_score_gemma":0.007438778,"domain_scores_codex":[0.9981387,0.0001810019,0.0004155622,0.000321772,0.0005967701,0.0003462359],"domain_scores_gemma":[0.9996091,0.0001196633,0.00005826352,0.0001082788,0.000008351451,0.00009632641],"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":[0.00005443627,0.0002124833,0.00620382,0.00000927781,0.00001461192,0.000002826842,0.0004467317,0.0002790617,0.0002929066,0.9922163,0.00004610293,0.0002214728],"study_design_scores_gemma":[0.003755915,0.0001054502,0.2537503,0.00002276154,0.0000617472,0.000003723093,0.002092654,0.0003052301,0.0008004072,0.1896499,0.5488186,0.0006332596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3277289,0.0001209817,0.000563831,0.09662133,0.0004474093,0.0009348784,0.001089319,0.00008841623,0.5724049],"genre_scores_gemma":[0.9943165,0.00003709642,0.0004043456,0.001947533,0.00006572332,0.00007596225,0.0003463581,0.000008636145,0.002797817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8025663,"threshold_uncertainty_score":0.999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00770779461132881,"score_gpt":0.3005684865157616,"score_spread":0.2928606919044328,"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."}}