{"id":"W4298006684","doi":"10.4000/communication.15850","title":"Communication et solidarité démocratique","year":2022,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009448947,0.0001753266,0.0002124939,0.0001032923,0.004442203,0.0001104971,0.00164392,0.0001717629,0.002497718],"category_scores_gemma":[0.0007011233,0.0002432394,0.000116966,0.0007029246,0.001747333,0.0005718441,0.0005711502,0.001130499,0.0001114325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005346223,"about_ca_system_score_gemma":0.0007341515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036554,"about_ca_topic_score_gemma":0.0006775425,"domain_scores_codex":[0.9863781,0.01211433,0.00048933,0.0002683516,0.0004067103,0.0003431413],"domain_scores_gemma":[0.9947242,0.003048393,0.0004416254,0.001400339,0.0002812097,0.0001042086],"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":[0.000003662849,0.000397836,0.0009666622,0.00001451601,0.00003743649,1.205457e-7,0.07923605,0.0003230379,0.00002148377,0.8670359,0.04372571,0.008237631],"study_design_scores_gemma":[0.0002327462,0.00004993816,0.002515728,0.00004638701,0.00003851748,0.000006024862,0.11987,0.0004852806,0.00000685316,0.09782045,0.778686,0.0002420905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02401342,0.08215921,0.001021479,0.5907951,0.002862967,0.000763441,0.00007794167,0.0002108124,0.2980956],"genre_scores_gemma":[0.9347875,0.03307654,0.008707366,0.003758022,0.0004110996,0.0005010434,0.000930012,0.00003414896,0.01779434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.910774,"threshold_uncertainty_score":0.9984142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2449633606695508,"score_gpt":0.4812411030591303,"score_spread":0.2362777423895794,"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."}}