{"id":"W4385970557","doi":"10.11647/obp.0356.03","title":"3. On Being Written","year":2023,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Curiosity; Privilege (computing); Publication; Publish or perish; Psychology; Computer science; Political science; Publishing; Art; Literature; Social psychology; Law; Computer security","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003122441,0.0004137618,0.000396642,0.0003175662,0.0003099005,0.002860433,0.001518289,0.0003740847,0.003592877],"category_scores_gemma":[0.0004732032,0.000408618,0.0001698128,0.00008780034,0.0001370533,0.002454395,0.0006691856,0.0008148837,0.008683257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332242,"about_ca_system_score_gemma":0.000164916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567481,"about_ca_topic_score_gemma":0.00001538259,"domain_scores_codex":[0.9974366,0.00003971933,0.000345386,0.001076623,0.0006417213,0.0004598854],"domain_scores_gemma":[0.9985056,0.0003306817,0.000219321,0.0006715707,0.00007176441,0.000201043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000252219,0.000009393018,1.06684e-7,0.00001104357,0.00001034683,0.0001180844,0.0000321909,0.000002535557,0.00004655676,0.6785405,0.3142392,0.006964798],"study_design_scores_gemma":[0.0002255047,0.00006766892,4.431033e-7,0.0001977481,0.00001916938,0.000006375608,0.00001008334,0.000008838202,0.0001803258,0.5103015,0.4886622,0.0003201634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000144409,0.00001443501,0.000002499919,0.001968094,0.001126224,0.0006787159,0.00005030615,0.0003091274,0.9958491],"genre_scores_gemma":[0.0007273603,0.00009681516,0.00002158993,0.01188467,0.0002586628,0.00006045071,0.00009992265,0.0001892999,0.9866612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.174423,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06541263175686003,"score_gpt":0.281154054143935,"score_spread":0.215741422387075,"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."}}