{"id":"W4211133446","doi":"10.4000/anabases.11287","title":"Introduction","year":2020,"lang":"en","type":"article","venue":"Anabases","topic":"Philosophy and Social Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001148914,0.00002440363,0.00003960132,0.000007478086,0.0002501257,0.0000139367,0.00005973773,0.00001964116,0.0006575141],"category_scores_gemma":[0.0003810942,0.00002547844,0.00002713785,0.0001342823,0.0001054748,0.0001070409,0.000008141231,0.00003742712,0.0002065138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001210232,"about_ca_system_score_gemma":0.00003349145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999734,"about_ca_topic_score_gemma":0.00004607771,"domain_scores_codex":[0.999625,0.00008547324,0.00003887337,0.00007573058,0.00009162789,0.00008333731],"domain_scores_gemma":[0.9998355,0.00002811638,0.00001392328,0.0000321636,0.00001946258,0.00007082977],"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":[0.000006758323,0.000009205483,0.0001591988,0.000001673655,0.000003880354,0.000002507873,0.00950947,0.000001020562,0.0001157085,0.9614122,0.02388904,0.004889341],"study_design_scores_gemma":[0.00004340296,0.00001999485,0.0001354471,9.933823e-7,0.00000442215,5.318715e-8,0.003863071,0.000002291895,0.0003354614,0.0546635,0.9408757,0.00005565715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1205131,0.0002093529,0.0002137503,0.2902502,0.0004978434,0.0001026975,0.00000465457,0.0002665627,0.5879418],"genre_scores_gemma":[0.9907008,0.0000479506,0.00003817095,0.002345887,0.006420061,0.000001513295,0.000001644453,0.000002481993,0.0004415161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9169866,"threshold_uncertainty_score":0.7199318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254233810873236,"score_gpt":0.3097671381312749,"score_spread":0.2572248000225425,"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."}}