{"id":"W4239812721","doi":"10.1007/978-3-319-30916-3_9","title":"Selected Literature Highlights, Books, Websites, Software and Hardware","year":2016,"lang":"en","type":"book-chapter","venue":"Computational Chemistry","topic":"Synthesis and Properties of Aromatic Compounds","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Computer science; Software; Software engineering; World Wide Web; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000357382,0.001383466,0.0009338065,0.005582508,0.00104903,0.003617113,0.001075057,0.0007012686,0.1680701],"category_scores_gemma":[0.001367808,0.0006207884,0.0007931031,0.0121888,0.0004453197,0.003499203,0.001069153,0.001970747,0.1528513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217212,"about_ca_system_score_gemma":0.0013527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172887,"about_ca_topic_score_gemma":0.005515172,"domain_scores_codex":[0.9996012,0.00002987599,0.00002296161,0.00006871553,0.000254084,0.00002317761],"domain_scores_gemma":[0.9994586,0.0001786575,0.00003984521,0.00004274726,0.0002121137,0.00006817001],"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":[0.00002119623,0.00007295762,0.00009183641,0.001997288,0.00001032084,0.00008371208,0.000125374,0.0004630817,0.001376831,0.01176357,0.6488429,0.3351509],"study_design_scores_gemma":[0.000001602447,0.000009184635,0.0001602091,0.0004261026,0.000004873431,0.0001750518,0.00003321859,0.00008336185,0.0002152071,0.003242642,0.9956417,0.000006764669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001386433,0.1697022,0.0124817,0.003272527,0.0121754,0.0001783095,0.004374246,0.002716124,0.793713],"genre_scores_gemma":[0.001994694,0.1304511,0.0118942,0.001464671,0.002376034,0.0001424123,0.004491899,0.0009579925,0.8462269],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1680701,"threshold_uncertainty_score":0.5622505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009599611650001004,"score_gpt":0.1920783933685617,"score_spread":0.1824787817185607,"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."}}