{"id":"W4392423816","doi":"10.62212/revuepossibles.v45i2.665","title":"Trait d’union","year":2021,"lang":"fr","type":"article","venue":"Revue Possibles","topic":"Literature, Musicology, and Cultural Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trait; Political science; Psychology; Computer science; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002906205,0.0001668969,0.0003121365,0.00004147699,0.0005248169,0.0002603992,0.0002099401,0.0003109949,0.004450467],"category_scores_gemma":[0.000110098,0.0001542098,0.0003335181,0.001240113,0.0003383082,0.0003500827,0.00004957162,0.000229292,0.0003741185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007600989,"about_ca_system_score_gemma":0.0001769309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819466,"about_ca_topic_score_gemma":0.004377978,"domain_scores_codex":[0.9982179,0.0005307415,0.0002621247,0.0003706127,0.0001940545,0.0004245595],"domain_scores_gemma":[0.9991878,0.0000927119,0.0001020942,0.0001968698,0.0002387273,0.0001817575],"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":[0.000009116113,0.0004599739,0.002379891,0.000457749,0.0004134045,0.0004260001,0.03362181,0.00004103333,0.002968042,0.5774989,0.1048851,0.2768391],"study_design_scores_gemma":[0.0001429882,0.00002994277,0.002384841,0.0002173096,0.0002469116,0.00004002839,0.005094241,0.00004411282,0.0003423718,0.01333245,0.9778689,0.0002559581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1760329,0.281491,0.0000587153,0.1618522,0.007177201,0.0001990654,0.0002452768,0.0001264791,0.3728172],"genre_scores_gemma":[0.3465415,0.007665505,0.000972784,0.006159627,0.005118546,0.00001450668,0.0001890072,0.00001663086,0.6333219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8729838,"threshold_uncertainty_score":0.9964596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454777052865068,"score_gpt":0.2843190695186698,"score_spread":0.2497712989900191,"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."}}