{"id":"W4293140313","doi":"10.7202/1089206ar","title":"LIVRES PARUS","year":2021,"lang":"fr","type":"article","venue":"Voix et Images","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Parus; Geography; Zoology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005552991,0.0003602254,0.0003599663,0.0001091967,0.0001419892,0.0004475346,0.0002754911,0.0001854704,0.01198143],"category_scores_gemma":[0.001093302,0.0004182899,0.0002233464,0.0007409993,0.0004196831,0.0006421719,0.0003424689,0.0004883053,0.09435468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352327,"about_ca_system_score_gemma":0.000494345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006729158,"about_ca_topic_score_gemma":0.0003475701,"domain_scores_codex":[0.9969878,0.0007988694,0.0003482777,0.0006183085,0.0004433305,0.0008034744],"domain_scores_gemma":[0.9980077,0.0003953388,0.0001294221,0.000835344,0.0003710485,0.0002611504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002292573,0.0007879291,0.002191755,0.0002018856,0.000203475,0.002578421,0.001196214,0.00007969881,0.07870547,0.006222091,0.8829301,0.02488002],"study_design_scores_gemma":[0.0005112707,0.00005813291,0.01484971,0.0002647333,0.0001467665,0.0003138645,0.000434005,0.00008691638,0.1680492,0.002260012,0.812593,0.0004323807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1048416,0.4725391,0.0005198212,0.2259124,0.008239427,0.0004990872,0.02492246,0.001019483,0.1615067],"genre_scores_gemma":[0.1648521,0.007865867,0.01429598,0.002103794,0.001223549,0.00003588529,0.0001921442,0.0004148045,0.8090159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6475092,"threshold_uncertainty_score":0.9998269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279877609100416,"score_gpt":0.306572579896248,"score_spread":0.2837738038052438,"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."}}