{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001024589,0.0009247823,0.0009791565,0.0005088311,0.0008605117,0.0006233152,0.006085325,0.001322541,0.05803134],"category_scores_gemma":[0.0006931343,0.001062299,0.0003336968,0.0009319346,0.0007567242,0.0007123806,0.002370598,0.002495683,0.9222212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275253,"about_ca_system_score_gemma":0.0005875576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171194,"about_ca_topic_score_gemma":0.0000648979,"domain_scores_codex":[0.9945636,0.001923964,0.001269568,0.0007777764,0.0006716985,0.0007934347],"domain_scores_gemma":[0.9823694,0.0006229626,0.001784441,0.01259673,0.002324264,0.0003022359],"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":[0.00002554233,0.0003103428,0.00004482422,0.0001432107,0.0001908748,3.10539e-7,0.0005832145,0.0000653406,0.0009611835,0.0006704693,0.9924865,0.004518206],"study_design_scores_gemma":[0.0006392467,0.00006142681,0.001287263,0.0009196364,0.0002323891,0.000006659518,0.000214343,0.003829353,0.0002800139,0.0006381861,0.9908702,0.001021319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002672132,0.1209483,0.0001365934,0.001575205,0.002621221,0.002894935,0.0005997227,0.0003685276,0.8681834],"genre_scores_gemma":[0.06234421,0.05768947,0.003523551,0.0003413615,0.0008056478,0.001161997,0.02336819,0.0007544596,0.8500111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8641899,"threshold_uncertainty_score":0.999974,"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."}}