{"id":"W4243733997","doi":"10.4000/communiquer.5217","title":"Varia","year":2020,"lang":"fr","type":"paratext","venue":"Communiquer Revue de communication sociale et publique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":[0.003331729,0.0006834717,0.0005225071,0.003170831,0.003282677,0.009055397,0.001570173,0.002828355,0.3335043],"category_scores_gemma":[0.01043019,0.0003206594,0.0007276207,0.004406075,0.001768461,0.007212181,0.004577189,0.002404217,0.1619245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00487894,"about_ca_system_score_gemma":0.004869748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014021,"about_ca_topic_score_gemma":0.009898596,"domain_scores_codex":[0.9961683,0.001042899,0.0001887522,0.0007284443,0.001424252,0.0004473986],"domain_scores_gemma":[0.9947713,0.001094154,0.0003304035,0.00118958,0.001986027,0.0006284862],"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":[0.0001348587,0.00005646212,0.001228002,0.0004703512,0.00001722801,0.0001750754,0.0023812,0.0001750867,0.0007882443,0.2079211,0.5098764,0.276776],"study_design_scores_gemma":[0.000003880891,0.000006775078,0.0004078304,0.0000714323,0.000002828432,0.00006743109,0.000255173,0.00003966902,0.00010642,0.002936883,0.996096,0.000005626886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003546861,0.005223293,0.005141629,0.01490649,0.00359664,0.0001626907,0.003398696,0.001305834,0.962718],"genre_scores_gemma":[0.03103392,0.003667917,0.003580956,0.003872504,0.001227307,0.0003220899,0.002910998,0.0008912651,0.9524929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6664957,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05956217855155282,"score_gpt":0.3401786055587024,"score_spread":0.2806164270071496,"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."}}