{"id":"W4243301602","doi":"10.4000/leportique.2789","title":"Portfolio (2)","year":2014,"lang":"fr","type":"article","venue":"Le Portique","topic":"Literature, Musicology, and Cultural Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006023842,0.0001706153,0.0002925245,0.00004150326,0.0003942295,0.000115829,0.0002590611,0.0003585415,0.002405952],"category_scores_gemma":[0.0001316538,0.0001490133,0.0002439923,0.0005556684,0.0004341202,0.0003418441,0.0000409334,0.0002702854,0.0004448756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000040743,"about_ca_system_score_gemma":0.0001490853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005317169,"about_ca_topic_score_gemma":0.004103604,"domain_scores_codex":[0.9982839,0.0003546065,0.0003326203,0.0003248136,0.0002316421,0.0004724103],"domain_scores_gemma":[0.9991539,0.00005405727,0.0002001352,0.0002196659,0.0001442747,0.0002279497],"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":[0.000003785324,0.000112259,0.002626659,0.00002041748,0.00007280408,0.00002078008,0.003220857,0.00001075743,0.000154854,0.8718005,0.08493496,0.03702135],"study_design_scores_gemma":[0.0001179737,0.0000409877,0.003710171,0.00002250523,0.00007998085,0.000006902599,0.0007833319,0.0001038033,0.0001465579,0.03781702,0.9569533,0.0002174042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1212297,0.0107057,0.0005963646,0.07966226,0.003552567,0.0001926556,0.00001137313,0.0001305826,0.7839188],"genre_scores_gemma":[0.7226648,0.0002619398,0.0002489298,0.01658324,0.002131055,0.00001177183,0.00002079368,0.00001075711,0.2580667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8720184,"threshold_uncertainty_score":0.998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625191312014112,"score_gpt":0.2734496785241948,"score_spread":0.2571977654040537,"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."}}