{"id":"W7040753973","doi":"","title":"Chapter Five","year":2019,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Inorganic Chemistry and Materials","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Point (geometry); Sonnet; Period (music)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002076046,0.0007420141,0.0003732293,0.001550705,0.001809346,0.004817384,0.0007123747,0.001022618,0.3873076],"category_scores_gemma":[0.0008671018,0.0002412268,0.0003357422,0.001323281,0.0007183399,0.002328725,0.001999812,0.00188013,0.2096506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121042,"about_ca_system_score_gemma":0.001488049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624889,"about_ca_topic_score_gemma":0.00619673,"domain_scores_codex":[0.9996946,0.00003625853,0.0000130161,0.00005771508,0.000155623,0.00004284046],"domain_scores_gemma":[0.999724,0.00003617846,0.00001394801,0.00002799161,0.0001174158,0.000080499],"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":[0.00001749731,0.00003343661,0.00008115994,0.0001844867,0.000001828073,0.00005579956,0.0003476558,0.00005492698,0.0002820914,0.03883713,0.8623314,0.09777243],"study_design_scores_gemma":[5.789454e-7,0.000002378364,0.00005663394,0.00008675415,4.042588e-7,0.00003277093,0.0000486302,0.000004732541,0.00002360442,0.001372534,0.9983696,0.000001213991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003255403,0.008093577,0.0004967003,0.002094132,0.004330151,0.00004832642,0.0005160637,0.0001640001,0.9839316],"genre_scores_gemma":[0.001841869,0.003927179,0.0003249323,0.0007820051,0.0006898413,0.00002886095,0.0004564524,0.00009885994,0.99185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6126924,"threshold_uncertainty_score":0.8739313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381160384062654,"score_gpt":0.2160555366133829,"score_spread":0.2022439327727564,"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."}}