{"id":"W4387457495","doi":"10.21971/pi29407","title":"Editor's Introduction","year":2023,"lang":"en","type":"article","venue":"Crossing boundaries","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0008008317,0.00005367669,0.00006710771,0.00005013158,0.02780617,0.02615992,0.0001102091,0.00007793242,0.0000934425],"category_scores_gemma":[0.0004976192,0.00005451047,0.00003061299,0.0002942985,0.0123355,0.0003280883,0.00003298675,0.0001421895,0.0001876433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049069,"about_ca_system_score_gemma":0.001996755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380783,"about_ca_topic_score_gemma":0.001269654,"domain_scores_codex":[0.9991837,0.00005154473,0.00007946149,0.0001465483,0.0002743663,0.0002644174],"domain_scores_gemma":[0.9996703,0.00006429415,0.00003763368,0.0001090183,0.00008163972,0.00003713769],"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":[0.000007059544,0.00001276996,0.0003509681,0.000008679005,0.000008664333,0.000004057462,0.1180636,0.000004194376,0.0007523086,0.5782967,0.2951109,0.007380189],"study_design_scores_gemma":[0.00003939371,0.000006358904,0.001003434,0.000004957489,0.000002555231,2.738325e-7,0.001902827,0.0000108824,0.0001926721,0.04188945,0.9548777,0.00006947947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472635,0.0001323403,0.0006773413,0.0693181,0.06087794,0.0001637125,0.00001183574,0.001506726,0.02004856],"genre_scores_gemma":[0.9552837,0.000004461278,0.00008716749,0.0001423978,0.03053163,0.000004330338,0.000008507875,0.00001034024,0.01392749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597669,"threshold_uncertainty_score":0.9903523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061478542021328,"score_gpt":0.343564275313186,"score_spread":0.3129494898929727,"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."}}