{"id":"W4311233521","doi":"","title":"Diary of a Discipline Hopper, or Malice in Coderland","year":2021,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Malice; Art; Communication; Psychology; Political science; Law","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00310464,0.0004128079,0.0006761642,0.0001875226,0.0004949896,0.0003285087,0.001110549,0.0004976786,0.002017689],"category_scores_gemma":[0.0009583935,0.0003702464,0.0002608319,0.0001997265,0.001151593,0.0001938788,0.001460015,0.0009420026,0.00002659207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104381,"about_ca_system_score_gemma":0.0002965474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007463834,"about_ca_topic_score_gemma":0.1990722,"domain_scores_codex":[0.9941821,0.003469676,0.0008261064,0.0007545556,0.0003282608,0.0004393447],"domain_scores_gemma":[0.9949611,0.001027822,0.0005600448,0.00174007,0.001582485,0.0001284143],"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":[0.00007475648,0.002616728,0.006266135,0.0008664592,0.0002435863,0.00005993,0.2026224,0.00006624664,0.00141196,0.7588941,0.004356929,0.02252066],"study_design_scores_gemma":[0.002753108,0.000004518962,0.01676925,0.0150557,0.0003504579,0.00007446757,0.04092452,0.008735357,0.02062497,0.009540019,0.8833429,0.001824772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6155747,0.0241856,0.01047026,0.06864071,0.001038022,0.001274381,0.001108221,0.0003515001,0.2773566],"genre_scores_gemma":[0.8288837,0.007170713,0.005628728,0.00014211,0.00008599024,0.0001026976,0.001177166,0.0000601823,0.1567487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8789859,"threshold_uncertainty_score":0.9998749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027448887275441,"score_gpt":0.2366940890296035,"score_spread":0.2164196001568491,"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."}}