{"id":"W4391666087","doi":"10.7202/1108941ar","title":"Liminaire","year":2023,"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":"","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":[0.0005632433,0.001761741,0.001089459,0.001964067,0.003633678,0.00470941,0.001152338,0.001945319,0.5366028],"category_scores_gemma":[0.001623631,0.0003595412,0.0007043348,0.001625964,0.0007328294,0.001580166,0.00209422,0.001775945,0.1572258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002590032,"about_ca_system_score_gemma":0.002004615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794335,"about_ca_topic_score_gemma":0.02583829,"domain_scores_codex":[0.9993074,0.0001137172,0.00002228601,0.0002291376,0.0002206255,0.0001068139],"domain_scores_gemma":[0.9994697,0.0001478161,0.0000497224,0.00007947534,0.0001494578,0.000103949],"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":[0.0005013671,0.0001769689,0.002628542,0.0009361596,0.00006589608,0.001588864,0.0008453574,0.0005556126,0.003762973,0.1152814,0.2968621,0.5767947],"study_design_scores_gemma":[0.00002022969,0.000030593,0.002482293,0.0001376411,0.00000777603,0.0004126391,0.0002427372,0.0001193111,0.0005568212,0.001774486,0.994204,0.00001156905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007738146,0.01556418,0.002042642,0.004349153,0.002226327,0.00009151567,0.002374992,0.001127104,0.9644861],"genre_scores_gemma":[0.0178362,0.002635016,0.001632754,0.0004895287,0.0002681713,0.00006535794,0.0006844266,0.0003049221,0.9760836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5366028,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104606029990791,"score_gpt":0.3070192459012107,"score_spread":0.1965586429021315,"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."}}