{"id":"W4387178972","doi":"10.1111/plar.12539","title":"Reflecting on/for better worlds","year":2023,"lang":"en","type":"article","venue":"PoLAR Political and Legal Anthropology Review","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Library science; Citation; Sociology; History; Law; Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006458233,0.0001086655,0.000271333,0.000007130203,0.001047293,0.00003454346,0.0001211784,0.0001422803,0.0005522988],"category_scores_gemma":[0.0004249888,0.00007984573,0.000136666,0.0002659803,0.001391204,0.00007956344,0.00003728677,0.0002319238,0.0001940074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003273164,"about_ca_system_score_gemma":0.00005680727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007564422,"about_ca_topic_score_gemma":0.0001904051,"domain_scores_codex":[0.9985517,0.0002176208,0.0001810262,0.0002320259,0.0001372228,0.0006804429],"domain_scores_gemma":[0.9993106,0.0003025941,0.0000318392,0.00009974446,0.00004941013,0.000205774],"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":[0.000001994971,0.00001672848,0.0001980726,0.0002575766,0.00001584699,0.000004278345,0.0002661633,7.182848e-9,0.00000669982,0.9504064,0.04588814,0.002938073],"study_design_scores_gemma":[0.00008718816,0.00005948728,0.000158522,0.0002709049,0.00004084356,0.000005453071,0.001009643,0.000001322346,0.00001278097,0.01320452,0.9850326,0.0001167527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003334741,0.03321427,0.0000242183,0.8632733,0.0008159029,0.0005670995,0.00005424018,0.0002828365,0.0984334],"genre_scores_gemma":[0.3508971,0.2639542,0.001091669,0.3148901,0.007237526,0.0003006055,0.0001151411,0.00007980245,0.0614338],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9391444,"threshold_uncertainty_score":0.8055034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09395619505099222,"score_gpt":0.4585885141327816,"score_spread":0.3646323190817894,"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."}}