{"id":"W4236415158","doi":"10.3917/insi.014.0013","title":"Liminaire 2","year":2019,"lang":"fr","type":"article","venue":"Insistance","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"category_scores_codex":[0.0001842385,0.0001288975,0.0002189019,0.00001717314,0.0003328219,0.00004816884,0.0002059806,0.0001451204,0.001396056],"category_scores_gemma":[0.00006661973,0.0001444975,0.000109821,0.0004173256,0.0006561718,0.0002075066,0.00004171989,0.0001572818,0.004044777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135495,"about_ca_system_score_gemma":0.0001069924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340974,"about_ca_topic_score_gemma":0.006824528,"domain_scores_codex":[0.9987705,0.00009621434,0.0001595245,0.0002404861,0.0003207989,0.0004124394],"domain_scores_gemma":[0.9994751,0.00009707683,0.00007784522,0.0001687909,0.00008780325,0.00009338126],"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":[0.00000623415,0.00006371763,0.004508316,0.00005933658,0.00003539451,0.000008497354,0.02135341,0.000003534584,0.0000110595,0.8481237,0.09931687,0.02650993],"study_design_scores_gemma":[0.0001331576,0.00003853859,0.01007501,0.0001074008,0.0000135287,2.176726e-7,0.003095427,0.00001368657,0.000007553358,0.01008794,0.9762439,0.0001836567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1070153,0.1678271,0.00001893578,0.01044074,0.009727197,0.0001651211,0.00000976899,0.00005363041,0.7047423],"genre_scores_gemma":[0.5929533,0.003892235,0.0001186936,0.0006012488,0.0006593942,0.00000450921,6.010246e-7,0.000008689683,0.4017614],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.876927,"threshold_uncertainty_score":0.9995168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615254399189701,"score_gpt":0.2428288188895397,"score_spread":0.2166762748976427,"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."}}