{"id":"W4405206128","doi":"10.5281/zenodo.14265108","title":"Rapport de recherche sur les forges de publication","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.05932606,0.001009219,0.001367333,0.01630593,0.009293715,0.04041607,0.002417271,0.004320097,0.06883744],"category_scores_gemma":[0.2389103,0.001248964,0.001661346,0.02439653,0.009615058,0.0247612,0.0102335,0.006623269,0.02953735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01814847,"about_ca_system_score_gemma":0.02817635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02243636,"about_ca_topic_score_gemma":0.01794702,"domain_scores_codex":[0.8757976,0.03951152,0.00986239,0.009404765,0.0610086,0.004415125],"domain_scores_gemma":[0.6226207,0.1652367,0.02358977,0.04797679,0.1285713,0.01200477],"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":[0.0003842093,0.0001216083,0.01249542,0.003652812,0.0001512322,0.001610406,0.09413364,0.0005249127,0.002846143,0.2882229,0.3654635,0.2303931],"study_design_scores_gemma":[0.00001140772,0.00003618166,0.004101114,0.001529051,0.00003055836,0.0005513102,0.01431515,0.0001042192,0.00122005,0.007025503,0.9710153,0.00006005366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0602978,0.05473378,0.02990029,0.1294232,0.02715361,0.001297998,0.01181255,0.002168909,0.6832119],"genre_scores_gemma":[0.3218736,0.05868366,0.04016945,0.0148854,0.007790932,0.001870122,0.008856881,0.006850252,0.5390197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9595839,"threshold_uncertainty_score":0.31375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377491351917628,"score_gpt":0.3036970942514551,"score_spread":0.1659479590596924,"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."}}