{"id":"W4400734232","doi":"10.7202/1112231ar","title":"Liminaire","year":2023,"lang":"fr","type":"article","venue":"Tangence","topic":"Cross-Cultural and Social Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005285738,0.001093136,0.0007071923,0.001479379,0.002698227,0.003751058,0.001307549,0.001367171,0.5833491],"category_scores_gemma":[0.001744119,0.0003134562,0.0003668266,0.001527108,0.0006455926,0.001536351,0.002430233,0.001281067,0.1905045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216688,"about_ca_system_score_gemma":0.001246886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583439,"about_ca_topic_score_gemma":0.01357957,"domain_scores_codex":[0.9995271,0.00006898231,0.00001582453,0.0001605168,0.0001562561,0.00007141075],"domain_scores_gemma":[0.9995044,0.0001204807,0.00004454297,0.00008866897,0.0001437308,0.00009815583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004634035,0.0001852663,0.002531645,0.0008987969,0.00003770589,0.001190223,0.0009562717,0.0003208859,0.00357624,0.06845136,0.2451661,0.676222],"study_design_scores_gemma":[0.00001708237,0.0000325703,0.002385644,0.0001773468,0.000007939268,0.0004286863,0.000433951,0.000115946,0.0006171956,0.002513696,0.9932603,0.000009559712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005809226,0.004517452,0.001496277,0.001898566,0.0008778535,0.00009532239,0.001665087,0.0007106288,0.9829296],"genre_scores_gemma":[0.01569879,0.001373903,0.001894733,0.0003605174,0.0001066921,0.00007651828,0.0008206482,0.0002755571,0.9793926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5833491,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07163408449948856,"score_gpt":0.3788880806617619,"score_spread":0.3072539961622734,"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."}}