{"id":"W4415684599","doi":"10.1007/978-3-031-99766-2_1","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000828011,0.0007555889,0.0004391919,0.001561795,0.001659682,0.004314542,0.00153009,0.001866803,0.6273841],"category_scores_gemma":[0.002791702,0.0002675489,0.0004643896,0.00136145,0.0007062397,0.002672892,0.002414717,0.00193464,0.4979404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752566,"about_ca_system_score_gemma":0.002665888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368291,"about_ca_topic_score_gemma":0.00624549,"domain_scores_codex":[0.9992602,0.0001002256,0.00002505831,0.0001557855,0.0003777099,0.0000809694],"domain_scores_gemma":[0.9990371,0.0001626029,0.00003245867,0.0001361283,0.0004546641,0.0001769182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002333255,0.00003528668,0.0001077895,0.0001341552,0.000001750708,0.00004578773,0.0001654752,0.00009282097,0.0002492181,0.05160983,0.8121991,0.1353356],"study_design_scores_gemma":[0.000001442319,0.000003508627,0.00006204972,0.00004843681,5.278434e-7,0.00001719162,0.00004488743,0.00001352732,0.00004366997,0.003321672,0.9964414,0.000001702404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002905219,0.001191417,0.002811606,0.00313857,0.003419225,0.0001274674,0.002080851,0.000510078,0.9864303],"genre_scores_gemma":[0.001234937,0.0007844299,0.001098104,0.001241728,0.0005245488,0.00008640182,0.001519584,0.0001836846,0.9933265],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3726159,"threshold_uncertainty_score":0.5314914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925711584279821,"score_gpt":0.3049798259018263,"score_spread":0.2757227100590281,"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."}}