{"id":"W7035956810","doi":"","title":"Always (Un)learning","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003920313,0.0002141216,0.0004282633,0.0005167818,0.001222953,0.004648027,0.002401548,0.0001672522,0.02187924],"category_scores_gemma":[0.0006288321,0.0001977641,0.0002130531,0.001097071,0.0003336167,0.002750997,0.000616991,0.001005349,0.0001163675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369013,"about_ca_system_score_gemma":0.0004195807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578279,"about_ca_topic_score_gemma":0.0003229389,"domain_scores_codex":[0.9970877,0.0005444372,0.0004745613,0.0004075466,0.001002441,0.0004833813],"domain_scores_gemma":[0.9981968,0.0007565059,0.0003078605,0.0002369622,0.000215561,0.0002863168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001436134,0.000589318,0.1116906,0.0003297052,0.00101272,0.0007012419,0.03658951,0.0002047577,0.1098467,0.2165712,0.1393008,0.3830199],"study_design_scores_gemma":[0.0002092706,0.00001235891,0.08112655,0.0007508655,0.00009102254,0.000008491587,0.001231029,0.0001646897,0.005383815,0.1435704,0.7668418,0.0006096652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5935836,0.04197666,0.0006758979,0.003049985,0.002803422,0.0005373984,0.00003202,0.0002921119,0.3570489],"genre_scores_gemma":[0.9794361,0.01575597,0.00008018259,0.000281905,0.0005714457,0.0000150793,0.000004585329,0.00004649016,0.003808249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6275411,"threshold_uncertainty_score":0.9963852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3329517309669689,"score_gpt":0.60176406794793,"score_spread":0.2688123369809611,"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."}}