{"id":"W4255444240","doi":"10.4000/communication.3929","title":"Vol. 31/2","year":2013,"lang":"it","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.0009729045,0.001075889,0.0006664345,0.002735529,0.002331282,0.009918435,0.0008089981,0.001839296,0.7061307],"category_scores_gemma":[0.00346218,0.0003847684,0.0005441093,0.003048151,0.001777011,0.002925896,0.002629835,0.002416003,0.6490667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002919179,"about_ca_system_score_gemma":0.002703567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005714313,"about_ca_topic_score_gemma":0.01188529,"domain_scores_codex":[0.9989874,0.0001012248,0.00004121141,0.0001700513,0.0005527267,0.0001473929],"domain_scores_gemma":[0.998393,0.0003263093,0.00005798712,0.0002570398,0.0006278612,0.0003378934],"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":[0.00004438085,0.00006024742,0.0002803453,0.0002137479,0.000006647633,0.00008333886,0.00008010471,0.0001092484,0.0004709614,0.009158205,0.9054627,0.08403002],"study_design_scores_gemma":[0.000007896716,0.00001641315,0.0005517012,0.000250506,0.000004916822,0.0001079513,0.00009563674,0.0001282581,0.0002686779,0.002073898,0.9964871,0.000007042674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005223917,0.00316344,0.0005566874,0.0029121,0.003108495,0.00005192813,0.0008266943,0.0004648377,0.9883934],"genre_scores_gemma":[0.002580825,0.002248373,0.0001569304,0.0007536546,0.0006698734,0.00002573518,0.0004476734,0.0001773741,0.9929396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2938693,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152690869512253,"score_gpt":0.3158151447022932,"score_spread":0.2642882360071707,"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."}}