{"id":"W4413803040","doi":"10.29173/mlj1462","title":"Interview with Pamela Leech","year":2024,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Leech; Aeronautics; Art; Engineering; Computer science; World Wide Web","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00129655,0.00008363339,0.00009868051,0.00004296295,0.001041967,0.001061688,0.00024359,0.00006294391,0.000427114],"category_scores_gemma":[0.00001576758,0.00005906296,0.00006978094,0.0001296679,0.0002499222,0.0003413388,0.00002887838,0.000618644,0.0001765866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194704,"about_ca_system_score_gemma":0.0001335219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004630594,"about_ca_topic_score_gemma":0.1179778,"domain_scores_codex":[0.9989218,0.0001817786,0.0001277361,0.0001205404,0.0003908873,0.0002572165],"domain_scores_gemma":[0.9996047,0.00008090011,0.00003939282,0.00007912552,0.0000725025,0.000123376],"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":[0.000006213621,0.00003390441,0.00004955213,0.00002851753,0.00005293612,0.0007496362,0.006373235,9.497338e-7,0.00005077223,0.8672684,0.003395231,0.1219906],"study_design_scores_gemma":[0.00008030679,0.00007440941,0.00009034453,0.0002828374,0.0000238151,0.0002372565,0.01773429,0.00001031273,0.00006282671,0.0430563,0.9382244,0.0001228414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07177379,0.004256126,0.003445415,0.03357815,0.003035186,0.0002242096,0.000006593116,0.0002961508,0.8833843],"genre_scores_gemma":[0.9969053,0.0003336825,0.0001589243,0.0009680563,0.001099322,0.000002495721,4.470644e-7,0.00001574301,0.0005160371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9348292,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05396267593266291,"score_gpt":0.3232219451426528,"score_spread":0.2692592692099899,"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."}}