{"id":"W4242461631","doi":"10.4000/books.editionscnrs.29994","title":"Contributeurs","year":2017,"lang":"fr","type":"book-chapter","venue":"CNRS Éditions eBooks","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837555,0.00146852,0.0009028432,0.004358443,0.002761735,0.009064464,0.002099507,0.002087314,0.2746766],"category_scores_gemma":[0.00627354,0.0005537571,0.0009449179,0.003269938,0.001214662,0.006839131,0.005568187,0.003179367,0.1946582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002960613,"about_ca_system_score_gemma":0.003196545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002704441,"about_ca_topic_score_gemma":0.003885717,"domain_scores_codex":[0.9978778,0.0004004516,0.00008900533,0.0003679685,0.001073228,0.0001915667],"domain_scores_gemma":[0.9965975,0.0006154344,0.0001284685,0.0004812907,0.001356336,0.0008209486],"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":[0.00004236006,0.00003686882,0.0001951754,0.000374841,0.000007977648,0.0001245641,0.0006614955,0.0001529811,0.0005038313,0.04456312,0.8021176,0.1512192],"study_design_scores_gemma":[0.000002008827,0.000003272374,0.00005169501,0.00008372201,0.0000016495,0.00007122132,0.00007440575,0.00001779541,0.0000600837,0.001275526,0.9983558,0.000002748363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001249533,0.02664418,0.003965021,0.01390666,0.02635946,0.000151783,0.001253786,0.001058185,0.9254114],"genre_scores_gemma":[0.004389925,0.01267348,0.001916185,0.002220911,0.005998674,0.0001144997,0.0009900092,0.0008349133,0.9708613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2746766,"threshold_uncertainty_score":0.9188848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05514252537995754,"score_gpt":0.2523354946243157,"score_spread":0.1971929692443582,"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."}}