{"id":"W4393017590","doi":"10.7202/1106577ar","title":"LIVRES PARUS","year":2023,"lang":"fr","type":"article","venue":"Voix et Images","topic":"French Urban and Social Studies","field":"Social Sciences","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":[],"category_scores_codex":[0.001544962,0.002929965,0.001826521,0.003733682,0.007357685,0.01150087,0.001325465,0.004866845,0.3768154],"category_scores_gemma":[0.003688823,0.0006104853,0.001582129,0.002026577,0.002113899,0.003280879,0.002798069,0.005341888,0.1184212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007924974,"about_ca_system_score_gemma":0.004547159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08078692,"about_ca_topic_score_gemma":0.05967839,"domain_scores_codex":[0.9975056,0.0007010059,0.00008962429,0.0005437855,0.0008157252,0.0003441865],"domain_scores_gemma":[0.9984339,0.000477725,0.0001251505,0.0001784758,0.0004435018,0.0003413342],"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":[0.0006062222,0.0002642193,0.002963344,0.0009484601,0.0001207769,0.001694578,0.002537491,0.0009031745,0.004021644,0.2676565,0.4131379,0.3051458],"study_design_scores_gemma":[0.00002466824,0.00002655904,0.002685486,0.000135221,0.000007033934,0.0003713112,0.000548129,0.0001435086,0.0003990293,0.001844815,0.9937928,0.00002144571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02169208,0.04954641,0.004152238,0.02513827,0.01600505,0.0001413412,0.002526222,0.002335886,0.8784625],"genre_scores_gemma":[0.05619043,0.00921983,0.001933544,0.001818477,0.004924267,0.0001321959,0.0008300375,0.0005967872,0.9243544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3768154,"threshold_uncertainty_score":0.8888971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512960886898504,"score_gpt":0.3230005797724558,"score_spread":0.2578709709034708,"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."}}