{"id":"W4210386812","doi":"10.3917/spi.097.0128","title":"Réconfortant Ponti !","year":2021,"lang":"fr","type":"article","venue":"Spirale","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Computer science","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":[0.0001988369,0.0001246444,0.0002268248,0.00001487372,0.000552917,0.0000785559,0.0001383282,0.0001485351,0.005904846],"category_scores_gemma":[0.0001595769,0.0001414435,0.0001760702,0.0004638673,0.0006537231,0.0001572102,0.0000777969,0.0001493891,0.001167497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240898,"about_ca_system_score_gemma":0.0003032019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007943165,"about_ca_topic_score_gemma":0.01348299,"domain_scores_codex":[0.9986827,0.0001102981,0.0001948106,0.0002327566,0.0002925247,0.0004868603],"domain_scores_gemma":[0.9994668,0.00004930981,0.00005918035,0.0001466599,0.0001388139,0.0001392292],"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":[0.000001291019,0.00009556433,0.003112823,0.00002533449,0.00006619983,0.0001462037,0.01043219,0.000001367683,0.0000286451,0.7541302,0.192409,0.03955116],"study_design_scores_gemma":[0.0001461503,0.00002768338,0.003801332,0.00003751805,0.00003485538,0.000001546356,0.00420197,0.00000790083,0.0001118109,0.01584782,0.975603,0.0001783455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02944403,0.1517289,0.00003442877,0.02663017,0.008093267,0.00008669709,0.0000241703,0.00005221095,0.7839061],"genre_scores_gemma":[0.1664528,0.007510819,0.0004214674,0.002488024,0.002491146,0.000007506857,0.0000057932,0.00001477566,0.8206076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7831941,"threshold_uncertainty_score":0.9996102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504620807557102,"score_gpt":0.2741831224848781,"score_spread":0.219136914409307,"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."}}