{"id":"W4391809698","doi":"10.2139/ssrn.4698141","title":"Public International Law","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Syllabus; Reciprocity (cultural anthropology); Context (archaeology); Political science; Sociology; Law; Pedagogy; Mathematics education; Social science; Psychology; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001570893,0.0000639101,0.00005440791,0.0001091338,0.0005888043,0.0006359981,0.0004036992,0.00004982618,0.001081534],"category_scores_gemma":[0.00003078451,0.00005300048,0.00009891638,0.00005786432,0.0001284333,0.0005924239,0.00001864475,0.0008960124,0.0004053382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299937,"about_ca_system_score_gemma":0.002464839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003836329,"about_ca_topic_score_gemma":0.0175966,"domain_scores_codex":[0.9981007,0.00006532205,0.0001383745,0.0001196937,0.000482368,0.001093564],"domain_scores_gemma":[0.999673,0.00004456203,0.00003008318,0.00004512864,0.0001342005,0.00007303301],"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":[0.000002955863,0.00001405147,0.0000146296,6.573963e-7,0.00009587015,0.000009106951,0.0004521285,5.090627e-7,0.000007749458,0.9958001,0.0003162907,0.003285969],"study_design_scores_gemma":[0.00004186864,0.00001360129,0.000006584843,0.00000649201,0.000003656405,0.00004154339,0.0001663711,0.00001568925,0.000003003868,0.5801012,0.4195579,0.00004202977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02482032,0.001362382,0.001892047,0.03185601,0.003742972,0.00006390375,0.000003425063,0.0001451211,0.9361138],"genre_scores_gemma":[0.8969847,0.0005551248,0.00002081972,0.0002228412,0.002438526,0.00000212981,0.00000372837,0.000009122884,0.09976303],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8721644,"threshold_uncertainty_score":0.9998316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300322363903515,"score_gpt":0.3030033296341261,"score_spread":0.280000105995091,"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."}}