{"id":"W4205297786","doi":"10.7202/008170ar","title":"Liminaire","year":2000,"lang":"fr","type":"article","venue":"Tangence","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001860534,0.0001215758,0.0001550081,0.00001196886,0.0006704635,0.00003926916,0.0002428996,0.0001275739,0.02598315],"category_scores_gemma":[0.00004487707,0.000133018,0.00008897106,0.0004540263,0.001206804,0.0001816767,0.00002153139,0.0001261328,0.006066995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173313,"about_ca_system_score_gemma":0.00007349068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148263,"about_ca_topic_score_gemma":0.003497207,"domain_scores_codex":[0.9987911,0.0001122903,0.0001370981,0.000208628,0.0002971754,0.0004537213],"domain_scores_gemma":[0.999601,0.00006374873,0.00003199738,0.0001241499,0.00004170373,0.0001374103],"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":[0.000003071628,0.00005695885,0.0002420864,0.00001174472,0.00001830328,0.00002040997,0.02618649,0.000003519932,0.00000186998,0.156042,0.1024925,0.7149211],"study_design_scores_gemma":[0.00005571705,0.00004203412,0.002670947,0.00004439689,0.00002380073,8.708769e-7,0.001362504,0.00002461101,0.000007910732,0.005889039,0.9897114,0.0001667529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03052384,0.1684697,0.000009939469,0.01097947,0.00205753,0.0001029158,0.00000992261,0.00006396628,0.7877827],"genre_scores_gemma":[0.3442978,0.03134192,0.0001881357,0.0006853839,0.001496232,0.000009807472,7.361568e-7,0.000008866135,0.6219711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.887219,"threshold_uncertainty_score":0.9951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04673943404439145,"score_gpt":0.2648659340750501,"score_spread":0.2181265000306586,"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."}}