{"id":"W4386477128","doi":"10.7202/1105647ar","title":"LIVRES PARUS","year":2023,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008629946,0.00336399,0.001719023,0.003674998,0.00292986,0.008355048,0.001247725,0.003179466,0.7425804],"category_scores_gemma":[0.00339777,0.0007673535,0.001508927,0.001368119,0.00121741,0.002669127,0.00240297,0.00434808,0.5178798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982993,"about_ca_system_score_gemma":0.001830709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149245,"about_ca_topic_score_gemma":0.01409624,"domain_scores_codex":[0.9985782,0.0002324701,0.00005649875,0.0002553136,0.0006879512,0.0001895217],"domain_scores_gemma":[0.9988382,0.0003563597,0.00007955089,0.0001731837,0.0003007842,0.0002519467],"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":[0.000488354,0.0001593203,0.001025702,0.0005564398,0.00007669428,0.002376463,0.0003654175,0.0006034566,0.003285555,0.02748963,0.5869424,0.3766306],"study_design_scores_gemma":[0.00003192795,0.00002150279,0.000795286,0.0001469739,0.000006657634,0.001244058,0.0001319437,0.0001295317,0.0006079747,0.0009219718,0.9959448,0.00001727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004944137,0.006886066,0.002927133,0.004042236,0.007909197,0.0001402539,0.002623525,0.004528654,0.9659989],"genre_scores_gemma":[0.009662556,0.002611169,0.001740421,0.0006694212,0.001606137,0.0000748486,0.0008627633,0.001140517,0.9816321],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2574196,"threshold_uncertainty_score":0.3671778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354223029316722,"score_gpt":0.3307085259456606,"score_spread":0.2952862230139884,"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."}}