{"id":"W4206288959","doi":"10.21825/aj.v10i1.20628","title":"Introduction","year":2021,"lang":"en","type":"article","venue":"Authorship","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Geology","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":[],"category_scores_codex":[0.002135058,0.001482224,0.0009355845,0.001625512,0.0009795878,0.002960867,0.001568845,0.003306306,0.06133867],"category_scores_gemma":[0.01347823,0.0003526451,0.0007384532,0.0006028455,0.0007884473,0.001983869,0.001570114,0.006182015,0.0420511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187265,"about_ca_system_score_gemma":0.001432264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009694148,"about_ca_topic_score_gemma":0.001081542,"domain_scores_codex":[0.9985756,0.0002504858,0.0001731428,0.0003538184,0.0005171468,0.0001299048],"domain_scores_gemma":[0.9879182,0.002507803,0.0007950986,0.0003619641,0.007094325,0.001322709],"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":[0.00001899645,0.000006505155,0.00006145454,0.0001562965,0.000004196396,0.00009706107,0.00001517114,0.00002041379,0.00008204069,0.0006520661,0.9892223,0.009663575],"study_design_scores_gemma":[0.000009770944,0.00001539547,0.0002160344,0.0002657983,0.000006366629,0.000327065,0.00002159576,0.00004688313,0.00008620776,0.0008960483,0.9980993,0.000009479721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002013637,0.006957004,0.0007365471,0.0769904,0.9046187,0.00004698016,0.0003917689,0.0001404315,0.009916785],"genre_scores_gemma":[0.003151922,0.007265504,0.0006825883,0.09280635,0.8133028,0.0001108451,0.0004776213,0.0002078367,0.08199458],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9386613,"threshold_uncertainty_score":0.2051983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084735264899629,"score_gpt":0.3485812196226654,"score_spread":0.2877338669736691,"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."}}