{"id":"W7008959208","doi":"","title":"Developper la capacite de recherche de GenieArts: rapport provisoire","year":2007,"lang":"fr","type":"report","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Context (archaeology); Research methodology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.03398137,0.002744506,0.002962634,0.001444537,0.0006917685,0.0006465939,0.001799316,0.009322585,0.005198638],"category_scores_gemma":[0.00673581,0.003032725,0.001003729,0.003114348,0.001631946,0.0006321775,0.0005475875,0.008669239,0.0185597],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01878905,"about_ca_system_score_gemma":0.0453766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037006,"about_ca_topic_score_gemma":0.005338865,"domain_scores_codex":[0.9801563,0.005644032,0.003026532,0.002869193,0.002993418,0.005310499],"domain_scores_gemma":[0.9889017,0.002042609,0.002090064,0.002738321,0.001971772,0.002255588],"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":[0.000767759,0.001181048,0.0813907,0.003957019,0.002790754,0.01692184,0.01872226,0.00009150994,0.01485784,0.0005805556,0.6960337,0.162705],"study_design_scores_gemma":[0.001781835,0.000189775,0.005504476,0.002346416,0.001413739,0.01116736,0.001282907,0.000135044,0.01001184,0.0007293864,0.9621681,0.003269127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0785125,0.0435475,0.003822555,0.002019467,0.003468009,0.00458012,0.002157514,0.002013642,0.8598787],"genre_scores_gemma":[0.01137711,0.01194772,0.0788091,0.001441909,0.007198412,0.0006401075,0.001571925,0.002985175,0.8840286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2661344,"threshold_uncertainty_score":0.9985288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2701083399400319,"score_gpt":0.4075590385726308,"score_spread":0.1374506986325989,"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."}}