{"id":"W4236962437","doi":"10.29173/cf151","title":"Où commencer ?","year":2014,"lang":"fr","type":"article","venue":"Convergences francophones","topic":"Augustinian Studies and Theology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004349707,0.0003220665,0.0004749101,0.0000632195,0.001152819,0.00008781688,0.0003421335,0.0001489019,0.1665269],"category_scores_gemma":[0.0000916226,0.0002893068,0.0001779996,0.00009575672,0.002097644,0.0001858232,0.0001459043,0.0002887053,0.02330512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002386588,"about_ca_system_score_gemma":0.00004290794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002537062,"about_ca_topic_score_gemma":0.002262705,"domain_scores_codex":[0.9980696,0.0002506501,0.0004158343,0.0003850894,0.0001803042,0.0006984991],"domain_scores_gemma":[0.9987724,0.0004314962,0.0001789366,0.0003178508,0.0001426243,0.0001566923],"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":[0.00002838423,0.00009023769,0.003432088,0.000192966,0.0001256484,0.000008931798,0.01502909,0.00001087852,0.0000051978,0.7161279,0.232202,0.03274658],"study_design_scores_gemma":[0.0003703443,0.0002422136,0.001603205,0.00009842141,0.00005832423,0.000007540334,0.007250491,0.0004788164,0.00003566105,0.01360825,0.9758695,0.0003771997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08673844,0.05088575,0.001822306,0.02223752,0.3611742,0.0004295843,0.0001755576,0.0002432704,0.4762934],"genre_scores_gemma":[0.7474174,0.003879469,0.00008941485,0.00167847,0.006285402,0.00002890698,0.000007121436,0.00003208763,0.2405817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7436675,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409120527100864,"score_gpt":0.2235611514815856,"score_spread":0.209469946210577,"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."}}