{"id":"W7021570283","doi":"","title":"Conclusion","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treasury; Public service; Service (business); Attractiveness","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":[],"consensus_categories":[],"category_scores_codex":[0.003591546,0.0006228668,0.0004367851,0.001157638,0.004414493,0.007734327,0.002636668,0.003506928,0.160499],"category_scores_gemma":[0.0111946,0.0002051649,0.0007620913,0.001458943,0.001634541,0.003172185,0.002916361,0.003250781,0.05428758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01704746,"about_ca_system_score_gemma":0.03152735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.241638,"about_ca_topic_score_gemma":0.3026304,"domain_scores_codex":[0.9957649,0.0004050604,0.0001120198,0.0005824587,0.002211186,0.0009243603],"domain_scores_gemma":[0.9923396,0.0004094703,0.0001479549,0.0003217185,0.005644434,0.001136847],"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":[0.00007809422,0.0000395791,0.002310895,0.0004829915,0.00001826871,0.0002460447,0.001204676,0.0001661681,0.0002502803,0.05579094,0.8477163,0.09169571],"study_design_scores_gemma":[0.000006045959,0.000007837816,0.001489942,0.0005670155,0.000009550105,0.00009569409,0.001563921,0.00003610281,0.0001580429,0.004477551,0.99158,0.000008235264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004737449,0.008902605,0.00450414,0.1413116,0.01042455,0.000325699,0.005855639,0.0007223144,0.8232159],"genre_scores_gemma":[0.0620802,0.009764567,0.004906132,0.09164951,0.001610998,0.0002152131,0.005202219,0.0005575408,0.8240137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.241638,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772929152101011,"score_gpt":0.2181501439280855,"score_spread":0.2004208524070754,"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."}}