{"id":"W7022261814","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; General partnership; Multiculturalism; State (computer science); Theme (computing); Reflection (computer programming)","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":[0.0004124246,0.0003549246,0.0002353224,0.001094051,0.005059837,0.005548267,0.0004786979,0.00128078,0.1110969],"category_scores_gemma":[0.0009927782,0.0001980412,0.0002222214,0.0016449,0.001854849,0.001858903,0.001612769,0.001253258,0.02954114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006613902,"about_ca_system_score_gemma":0.009366711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3321632,"about_ca_topic_score_gemma":0.6546293,"domain_scores_codex":[0.9994798,0.00004752087,0.00001196503,0.00006242368,0.0002497835,0.0001485767],"domain_scores_gemma":[0.9995626,0.00003148702,0.00001571206,0.00003404299,0.0002196766,0.0001364478],"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":[0.00002252678,0.00002142399,0.00132308,0.0001324641,0.000004325402,0.0001899669,0.003424548,0.00007927688,0.0005413016,0.1435225,0.6678153,0.1829232],"study_design_scores_gemma":[4.73231e-7,0.00000131261,0.0007914106,0.00002022868,4.888834e-7,0.00002545752,0.0004782029,0.0000123197,0.00003561159,0.001053482,0.9975792,0.000001798792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001487951,0.001992242,0.0002249731,0.004437641,0.0005766891,0.00001505689,0.0001657194,0.00005916993,0.9910405],"genre_scores_gemma":[0.006538474,0.0008704298,0.0002048252,0.001170146,0.00004496384,0.00000909544,0.00008380594,0.00002415612,0.991054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3321632,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502102898856309,"score_gpt":0.3689652365543651,"score_spread":0.303944207565802,"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."}}